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Hernández-Gómez C, Hernández-Lemus E, Espinal-Enríquez J. The Role of Copy Number Variants in Gene Co-Expression Patterns for Luminal B Breast Tumors. Front Genet 2022; 13:806607. [PMID: 35432489 PMCID: PMC9010943 DOI: 10.3389/fgene.2022.806607] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 03/03/2022] [Indexed: 12/20/2022] Open
Abstract
Gene co-expression networks have become a usual approach to integrate the vast amounts of information coming from gene expression studies in cancer cohorts. The reprogramming of the gene regulatory control and the molecular pathways depending on such control are central to the characterization of the disease, aiming to unveil the consequences for cancer prognosis and therapeutics. There is, however, a multitude of factors which have been associated with anomalous control of gene expression in cancer. In the particular case of co-expression patterns, we have previously documented a phenomenon of loss of long distance co-expression in several cancer types, including breast cancer. Of the many potential factors that may contribute to this phenomenology, copy number variants (CNVs) have been often discussed. However, no systematic assessment of the role that CNVs may play in shaping gene co-expression patterns in breast cancer has been performed to date. For this reason we have decided to develop such analysis. In this study, we focus on using probabilistic modeling techniques to evaluate to what extent CNVs affect the phenomenon of long/short range co-expression in Luminal B breast tumors. We analyzed the co-expression patterns in chromosome 8, since it is known to be affected by amplifications/deletions during cancer development. We found that the CNVs pattern in chromosome 8 of Luminal B network does not alter the co-expression patterns significantly, which means that the co-expression program in this cancer phenotype is not determined by CNV structure. Additionally, we found that region 8q24.3 is highly dense in interactions, as well as region p21.3. The most connected genes in this network belong to those cytobands and are associated with several manifestations of cancer in different tissues. Interestingly, among the most connected genes, we found MAF1 and POLR3D, which may constitute an axis of regulation of gene transcription, in particular for non-coding RNA species. We believe that by advancing on our knowledge of the molecular mechanisms behind gene regulation in cancer, we will be better equipped, not only to understand tumor biology, but also to broaden the scope of diagnostic, prognostic and therapeutic interventions to ultimately benefit oncologic patients.
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Affiliation(s)
| | - Enrique Hernández-Lemus
- Computational Genomics Division, National Institute of Genomic Medicine, Mexico City, Mexico
- Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Mexico City, Mexico
- *Correspondence: Jesús Espinal-Enríquez, ; Enrique Hernández-Lemus,
| | - Jesús Espinal-Enríquez
- Computational Genomics Division, National Institute of Genomic Medicine, Mexico City, Mexico
- Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Mexico City, Mexico
- *Correspondence: Jesús Espinal-Enríquez, ; Enrique Hernández-Lemus,
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Konstantinov IE, Coles JG, Boscarino C, Takahashi M, Goncalves J, Ritter J, Van Arsdell GS. Gene expression profiles in children undergoing cardiac surgery for right heart obstructive lesions. J Thorac Cardiovasc Surg 2004; 127:746-54. [PMID: 15001903 DOI: 10.1016/j.jtcvs.2003.08.056] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
BACKGROUND The global myocardial stress response during cardiac surgery has not been systematically studied, nor is it known whether the response of the neonatal myocardium is intrinsically different from that of older children. To determine the age-related molecular basis of this response, we conducted microarray-based differential gene expression profiling on right ventricular tissue samples acquired in patients of varying ages with right ventricular outflow tract obstruction. METHODS We studied gene expression profiles in 24 patients during operations for lesions involving right ventricular outflow tract obstruction age stratified into group I (7 patients, aged 5 to 66 days; mean, 30 days) and group II (17 patients, aged 4 months to 12.5 years; mean, 2.8 years). Myocardial samples were taken from the right ventricular outflow tract after aortic occlusion and archived in liquid nitrogen. RNA isolation, fluorescence labeling of complementary DNA, hybridization to spotted arrays containing 19,008 characterized or unknown human complementary DNAs, and quantitative fluorescence scanning of gene-expression intensity were performed at the University of Toronto Health Network Microarray Centre. Data were analyzed with the Significance Analysis for Microarrays program. Minimum Information About Microarray Experiments-compliant, log2-normalized data sets were compared to ascertain potential statistical differences in gene expression between patient groups. RESULTS There were no hospital deaths or major postoperative morbid events. We identified 50 transcripts differentially expressed in the neonatal group (the predicted false discovery rate was <0.8 transcripts). The neonatal pattern of gene expression (group I) was dominated by genes with literature-validated cardioprotective, antihypertrophic, and antiproliferative properties, including increases in atrial natriuretic peptide, protein phosphatase 2A, small GTPase rap1, and protein inhibitor of activated STAT protein, PIASy. Several transcripts have not been previously reported in heart. CONCLUSIONS Neonatal myocardium has a unique pattern of gene expression, which may result from developmental (age-related) differences or reflect a more severe disease phenotype independent of age effects per se. The neonatal transcript profile seems to reflect a stress-induced protective program composed of genes with functions diametrically opposed to those expected to be related to the pathogenesis of critical right ventricular outflow tract obstruction, thus revealing a novel and compensatory antidisease transcriptional response in the neonatal heart.
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Affiliation(s)
- Igor E Konstantinov
- Division of Cardiovascular Surgery, Hospital for Sick Children, 555 University Avenue, Toronto, Ontario M5G 1X8, Canada
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Hernández-Torres J, Yunta M, Lazo PA. Differential cooperation between regulatory sequences required for human CD53 gene expression. J Biol Chem 2001; 276:35405-13. [PMID: 11443129 DOI: 10.1074/jbc.m104723200] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
CD53 is a tetraspanin protein mostly expressed in to the lymphoid-myeloid lineage. We have characterized the human CD53 gene regulatory region. Within the proximal 2 kilobases, and with opposite transcriptional orientation, is located the promoter-enhancer of a second gene, which does not affect CD53. Twenty-four copies of a CA dinucleotide repeat separate these two gene promoters. The proximal enhanceosome of the human CD53 gene is comprised between residues -266 and +84, and can be subdivided into four major subregions, two of them within exon 1. Mutational analysis identified several cooperating sequences. An Sp1 and an ets-1 site, at positions -115 and +62, respectively, are essential for transcriptional competence in all cell lines. Five other regulatory sequences have a dual role, activator or down-regulator, depending on the cell line. At the end of the non-coding exon 1, +64 to +83, there is a second ets-1 regulatory element, which is required for high level of transcription, in cooperation with the Sp1 site, in K562 and Molt-4, but not in Namalwa cells, where it functions as a repressor. This Sp1 site also cooperates with another ets-1/PU.1 site at -172. Different cell types use different regulatory sequences in the enhanceosome for the expression of the same gene.
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Affiliation(s)
- J Hernández-Torres
- Centro de Investigación del Cáncer, Instituto de Biologia Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Cientificas, Universidad de Salamanca, Campus Miguel de Unamuno, E-37007 Salamanca, Spain
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Abstract
Zn is an essential trace element for all organisms. In human subjects body growth and development is strictly dependent on Zn. The nervous, reproductive and immune systems are particularly influenced by Zn deficiency, as well as by increased levels of Zn. The relationship between Zn and the immune system is complex, since there are four different types of influence associated with Zn. (1) The dietary intake and the resorption of Zn depends on the composition of the diet and also on age and disease status. (2) Zn is a cofactor in more than 300 enzymes influencing various organ functions having a secondary effect on the immune system. (3) Direct effects of Zn on the production, maturation and function of leucocytes. (4) Zn influences the function of immunostimulants used in the experimental systems. Here we summarize all four types of influence on the immune function. Nutritional aspects of Zn, the physiology of Zn, the influence of Zn on enzymes and cellular functions, direct effects of Zn on leucocytes at the cellular and molecular level, Zn-altered function of immunostimulants and the therapeutic use of Zn will be discussed in detail.
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Affiliation(s)
- L Rink
- Institute of Immunology and Transfusion Medicine, University of Lübeck School of Medicine, Ratzeburger Allee 160, D-23538 Lübeck, Germany.
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Dai KS, Liew CC. Chromosomal, in silico and in vitro expression analysis of cardiovascular-based genes encoding zinc finger proteins. J Mol Cell Cardiol 1999; 31:1749-69. [PMID: 10471358 DOI: 10.1006/jmcc.1999.1011] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Three hundred and sixty expressed sequence tags (ESTs) from human heart cDNA libraries corresponding to one hundred and twenty six unique zinc finger proteins (ZFPs) were annotated and classified into seven types of ZFPs as reported previously. Among these 126 cvbZFPs (cardiovascular-based ZFPs), the C(2)H(2)-type and the C(2)C(2)-type are the two major ZFP types which account for more than 80% of ZFP genes present in the cardiovascular system. The expression patterns of 11 randomly selected ZFP genes (at least one for each type) in normal fetal, adult and hypertrophic adult hearts, respectively, were determined using reverse transcriptase-polymerase chain reaction (RT-PCR) analysis. The results suggest that ZFPs may be involved in the processes of either developmental control (downregulated or upregulated expression) or basic cellular functional regulation (constant expression). Interestingly, PAF-1 (peroxisome assembly factor-1), a C(3)HC(4)-type ZFP (RING domain-containing ZFP) showing a downregulated expression pattern in normal tissues was found to be upregulated in hypertrophic adult heart, suggesting a possible role for this fetal gene in the pathogenesis of cardiac hypertrophy. In silico Northern analysis of 15 tissues showed that over 90% of cvbZFPs demonstrate widespread tissue distribution, suggesting the vast majority of ZFPs are functionally shared among tissues. The potential importance of transcriptional repressors in cardiovascular development and disease, such as HFHZ, was supported by the observation that one-third (39 of 126) of cvbZFPs possess this function. Of these, 26 are C(2)H(2)-type and the remaining 13 included 8 C(2)C(2)-type, 1 C(3)HC(4)-type, 1 C(2)HC(4)C(HD)-type, 2 C(3)H-type and 1 combination type. Of particular interest was the observation that ZFPs which contain a KRAB domain are the major subtype present (51. 3% of the total repressors in cvbZFPs). Chromosomal distribution analysis showed that mapping loci of cvbZFP genes are concentrated on chromosomes 1, 3, 6, 8, 10, 11, 12, 19 and X. In particular, chromosome 19 appears to be enriched in ZFP genes with C(2)H(2)-type as the predominant type present. Overall, this report provides a fundamental initial step toward understanding the potential role of ZFPs in regulating cadiac development and disease.
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Affiliation(s)
- K S Dai
- The Cardiac Gene Unit, Institute of Medical Science Department of Laboratory Medicine and Pathobiology, University of Toronto, Ontario, Canada
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Crossen PE, Savage LM, Heaton DC, Morrison MJ. Characterization of the C-MYC amplicon in a case of acute myeloid leukemia with double minute chromosomes. CANCER GENETICS AND CYTOGENETICS 1999; 112:144-8. [PMID: 10686942 DOI: 10.1016/s0165-4608(98)00260-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
We have characterized the double minute chromosomes in a case of acute myeloid leukemia (AML). Southern blot analysis showed that the C-MYC was amplified. Further analysis with probes located both 3' and 5' of MYC indicated that the amplicon was at least 700 kb in size, extending from the papilloma virus integration site situated 500 kb 5' of MYC to the PVT gene located 280 kb 3' of MYC. This appears to be the largest MYC-containing amplicon in human leukemia.
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Affiliation(s)
- P E Crossen
- Cytogenetic and Molecular Oncology Unit, Christchurch Hospital, New Zealand
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Ferrer M, López-Borges S, Lazo PA. Expression of aberrant functional and nonfunctional transcripts of the FHIT gene in Burkitt's lymphomas. Mol Carcinog 1999; 25:55-63. [PMID: 10331745 DOI: 10.1002/(sici)1098-2744(199905)25:1<55::aid-mc7>3.0.co;2-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
The 3p14.2 chromosome region, which contains the FHIT gene and the FRA3B fragile site, is frequently altered in carcinomas. We analyzed the expression of the FHIT gene in 21 Burkitt's lymphoma cell lines and normal lymphoid populations. Seventeen (80%) of these cell lines had a common aberrant FHIT transcript as well as the normal transcript. Exon 2 was often aberrantly spliced to several coding exons, skipping exons 3 and 4, which overlap FRA3B. Other aberrant transcripts lacked exons 4-7 or exons 5-8. Exon 5, which has the initiation codon, was the most commonly affected. In two cell lines, Raji and KK124, there were aberrant transcripts retaining only the coding exons, which were able to make a normal protein, as demonstrated by in vitro transcription-translation analysis. In these aberrant messages, the additional deletion of 11 nucleotides at the beginning of exon 10 resulted in loss of translation. The cell line Ramos did not have a normal transcript. Some transcripts had common insertions of unknown origin that replaced coding exons, mainly exons 6 and 7. None of these aberrant messages coded for a protein, whether normal or aberrant. Within an individual cell line, aberrant messages appeared to result from sequential splicing reactions of a transcriptional unit derived from one allele. There was no correlation between aberrant FHIT transcription and the type of Burkitt's lymphoma regarding chromosomal translocation or presence of Epstein-Barr virus. In normal tonsils, spleen, and peripheral blood lymphocytes, aberrant transcripts were not detected and might represent a very minor subpopulation if detectable.
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Affiliation(s)
- M Ferrer
- Unidad de Genética y Medicina Molecular, Centro Nacional de Biología Fundamental, Instituto de Salud Carlos III, Majadahonda, Spain
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Ferrer M, López-Borges S, Lazo PA. Expression of a new isoform of the tumor susceptibility TSG101 protein lacking a leucine zipper domain in Burkitt lymphoma cell lines. Oncogene 1999; 18:2253-9. [PMID: 10327071 DOI: 10.1038/sj.onc.1202551] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The tumor susceptibility gene, TSG101, has been identified as a candidate tumor suppressor gene. We have examined the expression of TSG101 in Burkitt lymphoma cell lines. Several aberrant messages were detected in all cell lines. Aberrant splice donor sites are located within exon 1 at positions 132, 154, 172 and 284. Splice acceptors are located at positions 847 and 1054 within exon 5. The aberrant messages are coexpressed with a normal message and could be the result of additional splicing reactions of the mature message that behaves as an intermediate. The normal message codes for 46 kDa protein (TSG101A). One aberrant message joins in frame nucleotides 283-1055 and codes for a protein isoform of 17 kDa (TSG101B), as demonstrated by in vitro translation assays. The TSG101B isoform lacks the leucine zipper near the C-terminus, a transcriptional repressor domain, and retains most of the N-terminal region which has homology to E2 ubiquitin regulatory enzymes and the CROC-1 transcriptional regulator. The TSG101B isoform was detected in sixteen out of twenty-two (72%) BL cell lines, but not in normal lymphoid populations. The presence of two TSG101 isoforms with different dimerization potential opens up a new level of regulation of the TSG101 proteins possibly affecting cell cycle regulation.
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Affiliation(s)
- M Ferrer
- Unidad de Genética y Medicina Molecular, Centro Nacional de Biología Fundamental, Instituto de Salud Carlos III, Majadahonda, Spain
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