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Ruiz-Silvestre A, Garcia-Venzor A, Ceballos-Cancino G, Sánchez-López JM, Vazquez-Santillan K, Mendoza-Almanza G, Lizarraga F, Melendez-Zajgla J, Maldonado V. Transcriptomic Changes in Cisplatin-Resistant MCF-7 Cells. Int J Mol Sci 2024; 25:3820. [PMID: 38612643 PMCID: PMC11011657 DOI: 10.3390/ijms25073820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 02/13/2024] [Accepted: 02/23/2024] [Indexed: 04/14/2024] Open
Abstract
Breast cancer is a leading cause of cancer-related deaths among women. Cisplatin is used for treatment, but the development of resistance in cancer cells is a significant concern. This study aimed to investigate changes in the transcriptomes of cisplatin-resistant MCF7 cells. We conducted RNA sequencing of cisplatin-resistant MCF7 cells, followed by differential expression analysis and bioinformatic investigations to identify changes in gene expression and modified signal transduction pathways. We examined the size and quantity of extracellular vesicles. A total of 724 genes exhibited differential expression, predominantly consisting of protein-coding RNAs. Notably, two long non-coding RNAs (lncRNAs), NEAT1 and MALAT, were found to be dysregulated. Bioinformatic analysis unveiled dysregulation in processes related to DNA synthesis and repair, cell cycle regulation, immune response, and cellular communication. Additionally, modifications were observed in events associated with extracellular vesicles. Conditioned media from resistant cells conferred resistance to wild-type cells in vitro. Furthermore, there was an increase in the number of vesicles in cisplatin-resistant cells. Cisplatin-resistant MCF7 cells displayed differential RNA expression, including the dysregulation of NEAT1 and MALAT long non-coding RNAs. Key processes related to DNA and extracellular vesicles were found to be altered. The increased number of extracellular vesicles in resistant cells may contribute to acquired resistance in wild-type cells.
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Affiliation(s)
- Araceli Ruiz-Silvestre
- Laboratorio de Epigenetica, Instituto Nacional de Medicina Genomica (INMEGEN), Ciudad de Mexico 14610, Mexico; (A.R.-S.); (J.M.S.-L.); (G.M.-A.); (F.L.)
- Posgrado en Ciencias Biomédicas, Universidad Nacional Autónoma de Mexico (UNAM), Ciudad de Mexico 04510, Mexico
| | - Alfredo Garcia-Venzor
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva 8410501, Israel;
| | - Gisela Ceballos-Cancino
- Laboratorio de Genomica Funcional del Cancer, Instituto Nacional de Medicina Genomica (INMEGEN), Ciudad de Mexico 14610, Mexico; (G.C.-C.); (J.M.-Z.)
| | - José M. Sánchez-López
- Laboratorio de Epigenetica, Instituto Nacional de Medicina Genomica (INMEGEN), Ciudad de Mexico 14610, Mexico; (A.R.-S.); (J.M.S.-L.); (G.M.-A.); (F.L.)
| | - Karla Vazquez-Santillan
- Laboratorio de Innovación en Medicina de Precisión, Instituto Nacional de Medicina Genomica (INMEGEN), Ciudad de Mexico 14610, Mexico;
| | - Gretel Mendoza-Almanza
- Laboratorio de Epigenetica, Instituto Nacional de Medicina Genomica (INMEGEN), Ciudad de Mexico 14610, Mexico; (A.R.-S.); (J.M.S.-L.); (G.M.-A.); (F.L.)
- Consejo Nacional de Ciencia y Tecnologia, Ciudad de Mexico 03940, Mexico
| | - Floria Lizarraga
- Laboratorio de Epigenetica, Instituto Nacional de Medicina Genomica (INMEGEN), Ciudad de Mexico 14610, Mexico; (A.R.-S.); (J.M.S.-L.); (G.M.-A.); (F.L.)
| | - Jorge Melendez-Zajgla
- Laboratorio de Genomica Funcional del Cancer, Instituto Nacional de Medicina Genomica (INMEGEN), Ciudad de Mexico 14610, Mexico; (G.C.-C.); (J.M.-Z.)
| | - Vilma Maldonado
- Laboratorio de Epigenetica, Instituto Nacional de Medicina Genomica (INMEGEN), Ciudad de Mexico 14610, Mexico; (A.R.-S.); (J.M.S.-L.); (G.M.-A.); (F.L.)
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Skantharajah N, Baichoo S, Boughtwood TF, Casas-Silva E, Chandrasekharan S, Dave SM, Fakhro KA, Falcon de Vargas AB, Gayle SS, Gupta VK, Hendricks-Sturrup R, Hobb AE, Li S, Llamas B, Lopez-Correa C, Machirori M, Melendez-Zajgla J, Millner MA, Page AJ, Paglione LD, Raven-Adams MC, Smith L, Thomas EM, Kumuthini J, Corpas M. Equity, diversity, and inclusion at the Global Alliance for Genomics and Health. Cell Genom 2023; 3:100386. [PMID: 37868041 PMCID: PMC10589617 DOI: 10.1016/j.xgen.2023.100386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/24/2023]
Abstract
A lack of diversity in genomics for health continues to hinder equitable leadership and access to precision medicine approaches for underrepresented populations. To avoid perpetuating biases within the genomics workforce and genomic data collection practices, equity, diversity, and inclusion (EDI) must be addressed. This paper documents the journey taken by the Global Alliance for Genomics and Health (a genomics-based standard-setting and policy-framing organization) to create a more equitable, diverse, and inclusive environment for its standards and members. Initial steps include the creation of two groups: the Equity, Diversity, and Inclusion Advisory Group and the Regulatory and Ethics Diversity Group. Following a framework that we call "Reflected in our Teams, Reflected in our Standards," both groups address EDI at different stages in their policy development process.
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Affiliation(s)
- Neerjah Skantharajah
- Ontario Institute for Cancer Research, Toronto, ON, Canada
- Global Alliance for Genomics and Health, Toronto, ON, Canada
| | | | - Tiffany F. Boughtwood
- Australian Genomics, Parkville, VIC, Australia
- Murdoch Children’s Research Institute, Parkville, VIC, Australia
| | | | | | - Sanjay M. Dave
- Department of Biotechnology, Hemchandracharya North Gujarat University, Patan, Gujarat, India
| | - Khalid A. Fakhro
- Department of Human Genetics, Sidra Medicine, Doha, Qatar
- Department of Genetic Medicine, Weill Cornell Medical College, Doha, Qatar
| | - Aida B. Falcon de Vargas
- Hospital Vargas de Caracas, Vargas Medical School, Universidad Central de Venezuela, Caracas, Venezuela
- Hospital de Clínicas Caracas, Caracas, Venezuela
| | | | - Vivek K. Gupta
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | | | | | - Stephanie Li
- Global Alliance for Genomics and Health, Toronto, ON, Canada
- Broad Institute, Cambridge, MA, USA
| | - Bastien Llamas
- Australian Centre for Ancient DNA, School of Biological Sciences and The Environment Institute, University of Adelaide, Adelaide, SA, Australia
- ARC Centre of Excellence for Australian Biodiversity and Heritage, University of Adelaide, Adelaide, SA, Australia
- National Centre for Indigenous Genomics, John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia
- Indigenous Genomics, Telethon Kids Institute, Adelaide, SA, Australia
| | | | - Mavis Machirori
- Ada Lovelace Institute, London, UK
- PEALS, Newcastle University, Newcastle Upon Tyne, UK
| | | | - Mareike A. Millner
- Maastricht University, Health Law and Governance Group, Maastricht, the Netherlands
| | - Angela J.H. Page
- Global Alliance for Genomics and Health, Toronto, ON, Canada
- Broad Institute, Cambridge, MA, USA
| | - Laura D. Paglione
- Spherical Cow Group, New York, NY, USA
- Laura Paglione LLC, New York, NY, USA
| | - Maili C. Raven-Adams
- Global Alliance for Genomics and Health, Toronto, ON, Canada
- Wellcome Sanger Institute, Hinxton, UK
| | - Lindsay Smith
- Ontario Institute for Cancer Research, Toronto, ON, Canada
- Global Alliance for Genomics and Health, Toronto, ON, Canada
| | - Ericka M. Thomas
- The All of Us Research Program, National Institutes of Health, Bethesda, MD, USA
| | - Judit Kumuthini
- South African National Bioinformatics Institute, University of Western Cape, Cape Town, South Africa
| | - Manuel Corpas
- School of Life Sciences, University of Westminster, London, UK
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3
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Islam F, Melendez-Zajgla J. Editorial: Advances in genetics and molecular diagnosis in colorectal cancer. Front Oncol 2023; 13:1279195. [PMID: 37799475 PMCID: PMC10550208 DOI: 10.3389/fonc.2023.1279195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 09/08/2023] [Indexed: 10/07/2023] Open
Affiliation(s)
- Farhadul Islam
- Department of Biochemistry and Molecular Biology, University of Rajshahi, Rajshahi, Bangladesh
| | - Jorge Melendez-Zajgla
- Direccion General, Instituto Nacional de Medicina Genomica, Ciudad de Mexico, Mexico
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4
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Galindo-Vega A, Maldonado-Lagunas V, Mitre-Aguilar IB, Melendez-Zajgla J. Tumor Microenvironment Role in Pancreatic Cancer Stem Cells. Cells 2023; 12:1560. [PMID: 37371030 DOI: 10.3390/cells12121560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 05/18/2023] [Accepted: 05/25/2023] [Indexed: 06/29/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal malignancy with a majority of patients presenting with unresectable or metastatic disease, resulting in a poor 5-year survival rate. This, in turn, is due to a highly complex tumor microenvironment and the presence of cancer stem cells, both of which induce therapy resistance and tumor relapse. Therefore, understanding and targeting the tumor microenvironment and cancer stem cells may be key strategies for designing effective PDAC therapies. In the present review, we summarized recent advances in the role of tumor microenvironment in pancreatic neoplastic progression.
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Affiliation(s)
- Aaron Galindo-Vega
- Functional Genomics Laboratory, Instituto Nacional de Medicina Genómica, Mexico City 04710, Mexico
| | | | - Irma B Mitre-Aguilar
- Biochemistry Unit, Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Mexico City 14080, Mexico
| | - Jorge Melendez-Zajgla
- Functional Genomics Laboratory, Instituto Nacional de Medicina Genómica, Mexico City 04710, Mexico
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Burciaga-Hernandez LA, Cueto-Villalobos CF, Ortega-Piñon N, Gonzalez-Curiel IE, Godina-Gonzalez S, Mendez-Frausto G, Aguilar-Esquivel AP, Maldonado-Lagunas V, Guerrero-de la Torre LE, Melendez-Zajgla J, Sanchez-Garcia EK, Mitre-Aguilar IB, Mendoza-Almanza G. Gene Expression Behavior of a Set of Genes in Platelet and Tissue Samples from Patients with Breast Cancer. Int J Mol Sci 2023; 24:ijms24098348. [PMID: 37176055 PMCID: PMC10179257 DOI: 10.3390/ijms24098348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 04/25/2023] [Accepted: 04/27/2023] [Indexed: 05/15/2023] Open
Abstract
The tumor microenvironment (TME) is constituted by a great diversity of highly dynamic cell populations, each of which contributes ligands, receptors, soluble proteins, mRNAs, and miRNAs, in order to regulate cellular activities within the TME and even promote processes such as angiogenesis or metastasis. Intravasated platelets (PLT) undergo changes in the TME that convert them into tumor-educated platelets (TEP), which supports the development of cancer, angiogenesis, and metastasis through the degranulation and release of biomolecules. Several authors have reported that the deregulation of PF4, VEGF, PDGF, ANG-1, WASF3, LAPTM4B, TPM3, and TAC1 genes participates in breast cancer progression, angiogenesis, and metastasis. The present work aimed to analyze the expression levels of this set of genes in tumor tissues and platelets derived from breast cancer patients by reverse transcription-quantitative polymerase chain reaction (RTqPCR) assays, in order to determine if there was an expression correlation between these sources and to take advantage of the new information to be used in possible diagnosis by liquid biopsy. Data from these assays showed that platelets and breast cancer tumors present similar expression levels of a subset of these genes' mRNAs, depending on the molecular subtype, comorbidities, and metastasis presence.
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Affiliation(s)
- Luis A Burciaga-Hernandez
- Maestría en Ciencias Biomédicas, Universidad Autónoma de Zacatecas, Zacatecas 98160, Mexico
- Unidad Académica de Ciencias Biológicas, Universidad Autónoma de Zacatecas, Zacatecas 98068, Mexico
| | | | - Nancy Ortega-Piñon
- Unidad Académica de Ciencias Biológicas, Universidad Autónoma de Zacatecas, Zacatecas 98068, Mexico
| | - Irma E Gonzalez-Curiel
- Laboratorio de InmunotoxicologÍa y Terapéutica Experimental, Unidad Académica de Ciencias QuÍmicas, Universidad Autónoma de Zacatecas, Zacatecas 98160, Mexico
| | - Susana Godina-Gonzalez
- Laboratorio de Biomarcadores, Unidad Académica de Ciencias QuÍmicas, Universidad Autónoma de Zacatecas, Zacatecas 98160, Mexico
| | - Gwendolyne Mendez-Frausto
- Laboratorio de InmunotoxicologÍa y Terapéutica Experimental, Unidad Académica de Ciencias QuÍmicas, Universidad Autónoma de Zacatecas, Zacatecas 98160, Mexico
| | | | - Vilma Maldonado-Lagunas
- Laboratorio de Epigenetica, Instituto Nacional de Medicina Genomica (INMEGEN), Ciudad de México 14610, Mexico
| | - Luis E Guerrero-de la Torre
- Maestría en Ciencias Biomédicas, Universidad Autónoma de Zacatecas, Zacatecas 98160, Mexico
- Hospital General Zacatecas "Luz González Cosío", Zacatecas 98160, Mexico
| | - Jorge Melendez-Zajgla
- Laboratorio de Genomica Funcional del Cancer, Instituto Nacional de Medicina Genomica (INMEGEN), Ciudad de México 14610, Mexico
| | - Erika K Sanchez-Garcia
- Laboratorio de Epigenetica, Instituto Nacional de Medicina Genomica (INMEGEN), Ciudad de México 14610, Mexico
| | - Irma B Mitre-Aguilar
- Unidad de Bioquímica, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubiran (INCMNSZ), Ciudad de México 14080, Mexico
| | - Gretel Mendoza-Almanza
- Maestría en Ciencias Biomédicas, Universidad Autónoma de Zacatecas, Zacatecas 98160, Mexico
- Laboratorio de Epigenetica, Instituto Nacional de Medicina Genomica (INMEGEN), Ciudad de México 14610, Mexico
- Consejo Nacional de Ciencia y Tecnología, Ciudad de México 03940, Mexico
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Alonso-Luna O, Mercado-Celis GE, Melendez-Zajgla J, Zapata-Tarres M, Mendoza-Caamal E. The genetic era of childhood cancer: Identification of high-risk patients and germline sequencing approaches. Ann Hum Genet 2023; 87:81-90. [PMID: 36896780 DOI: 10.1111/ahg.12502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 02/10/2023] [Accepted: 02/12/2023] [Indexed: 03/11/2023]
Abstract
Childhood cancer is a leading cause of death by disease in children ages 5-14, for which there are no preventive strategies. Due to early-age of diagnosis and short period of exposure to environmental factors, increasing evidence suggests childhood cancer could have strong association with germline alterations in predisposition cancer genes but, their frequency and distribution are largely unknown. Several efforts have been made to develop tools to identify children with increased risk of cancer who may benefit from genetic testing but their validation and application on a large scale is necessary. Research on genetic bases of childhood cancer is ongoing, in which several approaches for the identification of genetic variants related to cancer predisposition have been used. In this paper, we discuss the updated efforts, strategies, molecular mechanisms and clinical implications for germline predisposition gene alterations and the characterization of risk variants in childhood cancer.
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Affiliation(s)
- Oscar Alonso-Luna
- Programa de Maestría y Doctorado en Ciencias Médicas, Odontológicas y de la Salud, UNAM, Ciudad de México, CDMX, México
| | - Gabriela E Mercado-Celis
- Laboratorio de Genómica Clínica, División de Estudios de Posgrado e Investigación, Facultad de Odontologia, UNAM, Ciudad de México, CDMX, México
| | | | - Marta Zapata-Tarres
- Coordinación de Investigación, Fundación IMSS A.C., Juárez, Ciudad de México, CDMX, México
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7
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Mitre-Aguilar IB, Moreno-Mitre D, Melendez-Zajgla J, Maldonado V, Jacobo-Herrera NJ, Ramirez-Gonzalez V, Mendoza-Almanza G. The Role of Glucocorticoids in Breast Cancer Therapy. Curr Oncol 2022; 30:298-314. [PMID: 36661673 PMCID: PMC9858160 DOI: 10.3390/curroncol30010024] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 12/21/2022] [Accepted: 12/22/2022] [Indexed: 12/28/2022] Open
Abstract
Glucocorticoids (GCs) are anti-inflammatory and immunosuppressive steroid molecules secreted by the adrenal gland and regulated by the hypothalamic-pituitary-adrenal (HPA) axis. GCs present a circadian release pattern under normal conditions; they increase their release under stress conditions. Their mechanism of action can be via the receptor-independent or receptor-dependent pathway. The receptor-dependent pathway translocates to the nucleus, where the ligand-receptor complex binds to specific sequences in the DNA to modulate the transcription of specific genes. The glucocorticoid receptor (GR) and its endogenous ligand cortisol (CORT) in humans, and corticosterone in rodents or its exogenous ligand, dexamethasone (DEX), have been extensively studied in breast cancer. Its clinical utility in oncology has mainly focused on using DEX as an antiemetic to prevent chemotherapy-induced nausea and vomiting. In this review, we compile the results reported in the literature in recent years, highlighting current trends and unresolved controversies in this field. Specifically, in breast cancer, GR is considered a marker of poor prognosis, and a therapeutic target for the triple-negative breast cancer (TNBC) subtype, and efforts are being made to develop better GR antagonists with fewer side effects. It is necessary to know the type of breast cancer to differentiate the treatment for estrogen receptor (ER)-positive, ER-negative, and TNBC, to implement therapies that include the use of GCs.
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Affiliation(s)
- Irma B. Mitre-Aguilar
- Unidad de Bioquimica, Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran (INCMNSZ), Mexico City 14080, Mexico
| | - Daniel Moreno-Mitre
- Centro de Desarrollo de Destrezas Médicas (CEDDEM), Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran (INCMNSZ), Mexico City 14080, Mexico
| | - Jorge Melendez-Zajgla
- Laboratorio de Genomica Funcional del Cancer, Instituto Nacional de Medicina Genomica (INMEGEN), Mexico City 14610, Mexico
| | - Vilma Maldonado
- Laboratorio de Epigenetica, Instituto Nacional de Medicina Genomica (INMEGEN), Mexico City 14610, Mexico
| | - Nadia J. Jacobo-Herrera
- Unidad de Bioquimica, Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran (INCMNSZ), Mexico City 14080, Mexico
| | - Victoria Ramirez-Gonzalez
- Departamento de Cirugía-Experimental, Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran (INCMNSZ), Mexico City 14080, Mexico
| | - Gretel Mendoza-Almanza
- Consejo Nacional de Ciencia y Tecnología (CONACYT), Laboratorio de Epigenetica, Instituto Nacional de Medicina Genomica (INMEGEN), Mexico City 14610, Mexico
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De la Fuente-Hernandez MA, Sarabia-Sanchez MA, Melendez-Zajgla J, Maldonado-Lagunas V. Role of lncRNAs into Mesenchymal Stromal Cell Differentiation. Am J Physiol Cell Physiol 2022; 322:C421-C460. [PMID: 35080923 DOI: 10.1152/ajpcell.00364.2021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Currently, findings support that 75% of the human genome is actively transcribed, but only 2% is translated into a protein, according to databases such as ENCODE (Encyclopedia of DNA Elements) [1]. The development of high-throughput sequencing technologies, computational methods for genome assembly and biological models have led to the realization of the importance of the previously unconsidered non-coding fraction of the genome. Along with this, noncoding RNAs have been shown to be epigenetic, transcriptional and post-transcriptional regulators in a large number of cellular processes [2]. Within the group of non-coding RNAs, lncRNAs represent a fascinating field of study, given the functional versatility in their mode of action on their molecular targets. In recent years, there has been an interest in learning about lncRNAs in MSC differentiation. The aim of this review is to address the signaling mechanisms where lncRNAs are involved, emphasizing their role in either stimulating or inhibiting the transition to differentiated cell. Specifically, the main types of MSC differentiation are discussed: myogenesis, osteogenesis, adipogenesis and chondrogenesis. The description of increasingly new lncRNAs reinforces their role as players in the well-studied field of MSC differentiation, allowing a step towards a better understanding of their biology and their potential application in the clinic.
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Affiliation(s)
- Marcela Angelica De la Fuente-Hernandez
- Facultad de Medicina, Posgrado en Ciencias Biológicas, Universidad Nacional Autónoma de México, Mexico City, Mexico.,Laboratorio de Epigenética, Instituto Nacional de Medicina Genómica, Mexico City, Mexico
| | - Miguel Angel Sarabia-Sanchez
- Facultad de Medicina, Posgrado en Ciencias Bioquímicas, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Jorge Melendez-Zajgla
- Laboratorio de Genómica Funcional del Cáncer, Instituto Nacional de Medicina Genómica, Mexico City, Mexico
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De la Fuente-Hernandez MA, Alanis-Manriquez EC, Ferat-Osorio E, Rodriguez-Gonzalez A, Arriaga-Pizano L, Vazquez-Santillan K, Melendez-Zajgla J, Fragoso-Ontiveros V, Alvarez-Gomez RM, Maldonado Lagunas V. Molecular changes in adipocyte-derived stem cells during their interplay with cervical cancer cells. Cell Oncol (Dordr) 2022; 45:85-101. [PMID: 35013999 DOI: 10.1007/s13402-021-00653-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/22/2021] [Indexed: 11/03/2022] Open
Abstract
PURPOSE Obesity is as an important risk factor and has been associated with a worse prognosis in at least 13 distinct tumor types. This is partially due to intercellular communication between tumor cells and adipose tissue-derived stem cells (ADSCs), which are increased in obese individuals. As yet, however, little is known about the molecular changes occurring in ADSCs in these conditions. Cervical cancer has a high incidence and mortality rate in women from developing countries, particularly in those with a high body mass index (BMI). METHODS We analyzed the expression profile of ADSCs co-cultured with cervical cancer cells through massive RNA sequencing followed by evaluation of various functional alterations resulting from the modified transcriptome. RESULTS A total of 761 coding and non-coding dysregulated RNAs were identified in ADSCs after co-culture with HeLa cells (validation in CaSki and SiHA cells). Subsequent network analysis showed that these changes were correlated with migration, stemness, DNA repair and cytokine production. Functional experiments revealed a larger ALDHhigh subpopulation and a higher migrative capacity of ADSCs after co-culture with HeLa cells. Interestingly, CXCL3 and its intragenic long-noncoding RNA, lnc-CXCL3, were found to be co-regulated during co-culture. A loss-of-function assay revealed that lnc-CXCL3 acts as a key regulator of CXCL3 expression. CONCLUSIONS Our results suggest that intercellular communication between ADSCs and cervical cancer cells modifies the RNA expression profile in the former, including that of lncRNAs, which in turn can regulate the expression of diverse chemokines that favor malignancy-associated capacities such as migration.
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Affiliation(s)
- Marcela Angelica De la Fuente-Hernandez
- Facultad de Medicina, Posgrado en Ciencias Biologicas, Universidad Nacional Autonoma de Mexico (UNAM), Av. Ciudad Universitaria 3000, C.P. 04510, Coyoacan, Mexico City, Mexico.,Epigenetics Laboratory, Instituto Nacional de Medicina Genomica (INMEGEN), Periferico Sur No. 4809, Col. Arenal Tepepan, Tlalpan, C.P, 14610, Mexico City, Mexico
| | - Erika Claudia Alanis-Manriquez
- Epigenetics Laboratory, Instituto Nacional de Medicina Genomica (INMEGEN), Periferico Sur No. 4809, Col. Arenal Tepepan, Tlalpan, C.P, 14610, Mexico City, Mexico
| | - Eduardo Ferat-Osorio
- Gastrosurgery Service, UMAE. Hospital de Especialidades Dr. Bernardo Sepulveda Gutierrez of the Centro Medico Nacional Siglo XXI, Instituto Mexicano del Seguro Social (IMSS), Av. Cuauhtemoc No 330, Col. Doctores, Cuauhtemoc, C.P., 06720, Mexico City, Mexico
| | - Arturo Rodriguez-Gonzalez
- Gastrosurgery Service, UMAE. Hospital de Especialidades Dr. Bernardo Sepulveda Gutierrez of the Centro Medico Nacional Siglo XXI, Instituto Mexicano del Seguro Social (IMSS), Av. Cuauhtemoc No 330, Col. Doctores, Cuauhtemoc, C.P., 06720, Mexico City, Mexico
| | - Lourdes Arriaga-Pizano
- Unidad de Investigacion Medica en Inmunoquimica. Hospital de Especialidades, Dr. Bernardo Sepulveda Gutierrez of the Centro Medico Nacional Siglo XXI, Instituto Mexicano del Seguro Social (IMSS), Av. Cuauhtemoc No 330, Col. Doctores, Cuauhtemoc, C.P., 06720, Mexico City, Mexico
| | - Karla Vazquez-Santillan
- Epigenetics Laboratory, Instituto Nacional de Medicina Genomica (INMEGEN), Periferico Sur No. 4809, Col. Arenal Tepepan, Tlalpan, C.P, 14610, Mexico City, Mexico
| | - Jorge Melendez-Zajgla
- Functional Cancer Genomics Laboratory, Instituto Nacional de Medicina Genomica (INMEGEN), Periférico Sur No. 4809, Col. Arenal Tepepan, Tlalpan, C.P., 14610, Mexico City, Mexico
| | | | | | - Vilma Maldonado Lagunas
- Facultad de Medicina, Posgrado en Ciencias Biologicas, Universidad Nacional Autonoma de Mexico (UNAM), Av. Ciudad Universitaria 3000, C.P. 04510, Coyoacan, Mexico City, Mexico. .,Epigenetics Laboratory, Instituto Nacional de Medicina Genomica (INMEGEN), Periferico Sur No. 4809, Col. Arenal Tepepan, Tlalpan, C.P, 14610, Mexico City, Mexico.
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FernÁndez-Rojas MA, Melendez-Zajgla J, Lagunas VM. lincRNA-RP11400K9.4 Regulates Cell Survival and Migration of Breast Cancer Cells. Cancer Genomics Proteomics 2021; 17:769-779. [PMID: 33099478 DOI: 10.21873/cgp.20231] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 08/29/2020] [Accepted: 09/02/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND/AIM Several works in the past decades pointed out the key role of long intergenic non-coding RNA (lincRNA) in breast cancer development. Here in we report for first time the importance of deregulation of lincRNA RP11-400K9.4 in breast cancer cells which played a role in cell survival and migration. MATERIALS AND METHODS After RP11-400K9.4 silencing by short hairpin RNAs or overexpression by GeneBlocks, real-time quantitative polymerase chain reaction (RT-PCR), microarray, migration, proliferation and viability assay were performed. RESULTS RP11-400K9.4 expression was mainly in the cytoplasmic fraction in 2D culture. Overexpression of RP11-400K9.4 led to a reduction of migration by MCF-7 and MDA-MB-368 cells and an increase in cellular survival after UV-C radiation. Bioinformatic analyses highlighted irradiation-induced DNA damage, DNA repair and cell-cycle pathways as the mainly affected by RP11-400K9.4. Furthermore RT-PCR assay demonstrated the overexpression of baculoviral IAP repeat containing 3 (BIRC3) a known oncogene that promotes radiotherapy resistance through the nuclear factor kappa B (NFĸB) pathway. CONCLUSION RP11-400K9.4 participates in the modulation of migration and survival processes probably via the BIRC3/NFĸB pathway.
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Affiliation(s)
| | - Jorge Melendez-Zajgla
- Functional Genomics Laboratory, Instituto Nacional de Medicina Genómica, México City, México
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11
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Melendez-Zajgla J, Maldonado V. The Role of lncRNAs in the Stem Phenotype of Pancreatic Ductal Adenocarcinoma. Int J Mol Sci 2021; 22:6374. [PMID: 34203589 PMCID: PMC8232220 DOI: 10.3390/ijms22126374] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 06/01/2021] [Accepted: 06/04/2021] [Indexed: 12/17/2022] Open
Abstract
Pancreatic ductal adenocarcinoma is one of the deadliest tumors. This neoplasia is characterized by an important cellular and phenotypic heterogeneity. In particular, it has been shown that at least two subtypes can be found: basal-like, which presents stem-like properties, and classical. Cancer stem cells have been isolated and characterized from these tumors, showing their dependance on general and tissue-specific stem transcription factors and signaling pathways. Nevertheless, little is known about their tissue microenvironment and cell non-autonomous regulators, such as long-non-coding RNAs. (lncRNAs). In this review, we summarize the current knowledge about the positive and negative effects of lncRNAs in the stemness phenotype of pancreatic ductal adenocarcinoma cancer (PDAC).
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Affiliation(s)
- Jorge Melendez-Zajgla
- Functional Genomics Laboratory, Instituto Nacional de Medicina Genomica, Periferico Sur 4809, Tlalpan, Mexico City 14610, Mexico;
| | - Vilma Maldonado
- Epigenomics Laboratory, Instituto Nacional de Medicina Genomica, Periferico Sur 4809, Tlalpan, Mexico City 14610, Mexico
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12
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Egusquiza-Alvarez CA, Castañeda-Patlán MC, Albarran-Gutierrez S, Gonzalez-Aguilar H, Moreno-Londoño AP, Maldonado V, Melendez-Zajgla J, Robles-Flores M. Overexpression of Multifunctional Protein p32 Promotes a Malignant Phenotype in Colorectal Cancer Cells. Front Oncol 2021; 11:642940. [PMID: 34136383 PMCID: PMC8201776 DOI: 10.3389/fonc.2021.642940] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 05/05/2021] [Indexed: 11/21/2022] Open
Abstract
p32 is a multifunctional and multicompartmental protein that has been found upregulated in numerous adenocarcinomas, including colorectal malignancy. High levels of p32 expression have been correlated with poor prognosis in colorectal cancer. However, the functions performed by p32 in colorectal cancer have not been characterized. Here we show that p32 is overexpressed in colorectal cancer cell lines compared to non-malignant colon cells. Colon cancer cells also display higher nuclear levels of p32 than nuclear levels found in non-malignant cells. Moreover, we demonstrate that p32 regulates the expression levels of genes tightly related to malignant phenotypes such as HAS-2 and PDCD4. Remarkably, we demonstrate that knockdown of p32 negatively affects Akt/mTOR signaling activation, inhibits the migration ability of colon malignant cells, and sensitizes them to cell death induced by oxidative stress and chemotherapeutic agents, but not to cell death induced by nutritional stress. In addition, knockdown of p32 significantly decreased clonogenic capacity and in vivo tumorigenesis in a xenograft mice model. Altogether, our results demonstrate that p32 is an important promoter of malignant phenotype in colorectal cancer cells, suggesting that it could be used as a therapeutic target in colorectal cancer treatment.
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Affiliation(s)
| | - M Cristina Castañeda-Patlán
- Departamento de Bioquímica, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Sara Albarran-Gutierrez
- Departamento de Bioquímica, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Héctor Gonzalez-Aguilar
- Departamento de Bioquímica, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Angela P Moreno-Londoño
- Departamento de Bioquímica, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Vilma Maldonado
- Epigenetics and Functional Genomics Laboratories, National Institute of Genomic Medicine, Mexico City, Mexico
| | - Jorge Melendez-Zajgla
- Epigenetics and Functional Genomics Laboratories, National Institute of Genomic Medicine, Mexico City, Mexico
| | - Martha Robles-Flores
- Departamento de Bioquímica, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
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13
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Zampedri C, Martínez-Flores WA, Melendez-Zajgla J. The Use of Zebrafish Xenotransplant Assays to Analyze the Role of lncRNAs in Breast Cancer. Front Oncol 2021; 11:687594. [PMID: 34123857 PMCID: PMC8190406 DOI: 10.3389/fonc.2021.687594] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 05/04/2021] [Indexed: 12/19/2022] Open
Abstract
Breast cancer represents a great challenge since it is the first cause of death by cancer in women worldwide. LncRNAs are a newly described class of non-coding RNAs that participate in cancer progression. Their use as cancer markers and possible therapeutic targets has recently gained strength. Animal xenotransplants allows for in vivo monitoring of disease development, molecular elucidation of pathogenesis and the design of new therapeutic strategies. Nevertheless, the cost and complexities of mice husbandry makes medium to high throughput assays difficult. Zebrafishes (Danio rerio) represent a novel model for these assays, given the ease with which xenotransplantation trials can be performed and the economic and experimental advantages it offers. In this review we propose the use of xenotransplants in zebrafish to study the role of breast cancer lncRNAs using low to medium high throughput assays.
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Affiliation(s)
- Cecilia Zampedri
- Functional Genomics Laboratories, Instituto Nacional de Medicina Genomica, Mexico City, Mexico
| | | | - Jorge Melendez-Zajgla
- Functional Genomics Laboratories, Instituto Nacional de Medicina Genomica, Mexico City, Mexico
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14
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García-Venzor A, Mandujano-Tinoco EA, Ruiz-Silvestre A, Sánchez JM, Lizarraga F, Zampedri C, Melendez-Zajgla J, Maldonado V. lncMat2B regulated by severe hypoxia induces cisplatin resistance by increasing DNA damage repair and tumor-initiating population in breast cancer cells. Carcinogenesis 2021; 41:1485-1497. [PMID: 32710610 DOI: 10.1093/carcin/bgaa078] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2019] [Revised: 07/14/2020] [Accepted: 07/22/2020] [Indexed: 12/15/2022] Open
Abstract
Multicellular tumor spheroids (MCTSs) constitute a three-dimensional culture system that recapitulates the in vivo tumor microenvironment. Tumor cells cultured as MCTSs present antineoplastic resistance due to the effect of microenvironmental signals acting upon them. In this work, we evaluated the biological function of a new microenvironment-regulated long non-coding RNA, lncMat2B, in breast cancer. In MCTSs, the expression of lncMat2B presented an increase and a zonal heterogeneity, as it was expressed principally in quiescent cells of hypoxic regions of the MCTSs. As expected, functional assays supported the role of severe hypoxia in the regulation of lncMat2B. Moreover, gain- and loss-of-function assays using a transcriptional silencing CRISPR/Cas9 system and gBlock revealed that lncMAT2B regulates the tumor-initiating phenotype. Interestingly, lncMat2B is overexpressed in a cisplatin-resistant MCF-7 cell line, and its ectopic expression in wild type MCF-7 cells increased survival to cisplatin exposure by reducing DNA damage and reactive oxygen species accumulation. lncMAT2B is a possible link between severe hypoxia, tumor-initiating phenotype and drug resistance in breast cancer cells.
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Affiliation(s)
| | - Edna Ayerim Mandujano-Tinoco
- Basic Research, Instituto Nacional de Medicina Genómica, CDMX, México, México.,Tejido Conjuntivo, Instituto Nacional de Rehabilitación Luis Guillermo Ibarra, CDMX, México, México
| | | | - José Manuel Sánchez
- Basic Research, Instituto Nacional de Medicina Genómica, CDMX, México, México
| | - Floria Lizarraga
- Basic Research, Instituto Nacional de Medicina Genómica, CDMX, México, México
| | - Cecilia Zampedri
- Basic Research, Instituto Nacional de Medicina Genómica, CDMX, México, México
| | | | - Vilma Maldonado
- Basic Research, Instituto Nacional de Medicina Genómica, CDMX, México, México
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15
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Sanchez-Lopez JM, Mandujano-Tinoco EA, Garcia-Venzor A, Lozada-Rodriguez LF, Zampedri C, Uribe-Carvajal S, Melendez-Zajgla J, Maldonado V, Lizarraga F. Integrative analysis of transcriptional profile reveals LINC00052 as a suppressor of breast cancer cell migration. Cancer Biomark 2021; 30:365-379. [PMID: 33361583 DOI: 10.3233/cbm-200337] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Long-non-coding RNAs, a class of transcripts with lengths > 200 nt, play key roles in tumour progression. Previous reports revealed that LINC00052 (long intergenic non-coding RNA 00052) was strongly downregulated during breast cancer multicellular spheroids formation and suggested a role in cell migration and oxidative metabolism. OBJECTIVE To examine the function of LINC00052 in MCF-7 breast cancer cells. METHODS Loss-of-function studies were performed to evaluate LINC00052 role on MCF-7 breast cancer cells. Microarray expression assays were performed to determine genes and cellular functions modified after LINC00052 knockdown. Next, the impact of LINC00052 depletion on MCF-7 cell respiration and migration was evaluated. RESULTS 1,081 genes were differentially expressed upon LINC00052 inhibition. Gene set enrichment analysis, Gene Ontology and Key Pathway Advisor analysis showed that signalling networks related to cell migration and oxidative phosphorylation were enriched. However, whereas LINC00052 knockdown in MCF-7 cells revealed marginal difference in oxygen consumption rates when compared with control cells, LINC00052 inhibition enhanced cell migration in vitro and in vivo, as observed using a Zebrafish embryo xenotransplant model. CONCLUSION Our data show that LINC00052 modulates MCF-7 cell migration. Genome-wide microarray experiments suggest that cancer cell migration is affected by LINC00052 through cytoskeleton modulation and Notch/β-catenin/NF-κB signalling pathways.
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Affiliation(s)
- Jose Manuel Sanchez-Lopez
- Epigenetics Laboratory, Instituto Nacional de Medicina Genómica, Mexico City, Mexico.,Postgraduate Program in Biological Sciences, Faculty of Medicine, Posgrado en Ciencias Biológicas, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Edna Ayerim Mandujano-Tinoco
- Epigenetics Laboratory, Instituto Nacional de Medicina Genómica, Mexico City, Mexico.,Laboratory of Connective Tissue, Centro Nacional de Investigación y Atención de Quemados, Instituto Nacional de Rehabilitación Luís Guillermo Ibarra Ibarra, Mexico City, Mexico
| | - Alfredo Garcia-Venzor
- Epigenetics Laboratory, Instituto Nacional de Medicina Genómica, Mexico City, Mexico
| | | | - Cecilia Zampedri
- Epigenetics Laboratory, Instituto Nacional de Medicina Genómica, Mexico City, Mexico
| | - Salvador Uribe-Carvajal
- Department of Molecular Genetics, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Jorge Melendez-Zajgla
- Functional Genomics Laboratory, Instituto Nacional de Medicina Genómica, Mexico City, Mexico
| | - Vilma Maldonado
- Epigenetics Laboratory, Instituto Nacional de Medicina Genómica, Mexico City, Mexico
| | - Floria Lizarraga
- Epigenetics Laboratory, Instituto Nacional de Medicina Genómica, Mexico City, Mexico
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16
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Espinosa M, Lizárraga F, Vázquez-Santillán K, Hidalgo-Miranda A, Piña-Sánchez P, Torres J, García-Ramírez RA, Maldonado V, Melendez-Zajgla J, Ceballos-Cancino G. Coexpression of Smac/DIABLO and Estrogen Receptor in breast cancer. Cancer Biomark 2021; 30:429-446. [PMID: 33492282 DOI: 10.3233/cbm-200535] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Smac/DIABLO is a proapoptotic protein deregulated in breast cancer, with a controversial role as a tumor marker, possibly due to a lack of correlative mRNA and protein analyses. OBJECTIVE To investigate the association of Smac/DIABLO gene and protein levels with clinical variables in breast cancer patients. METHODS Smac/DIABLO mRNA expression was analyzed by qPCR in 57 frozen tissues, whereas protein levels were assessed by immunohistochemistry in 82 paraffin-embedded tissues. Survivin mRNA levels were also measured. In vitro assays were performed to investigate possible regulators of Smac/DIABLO. RESULTS Higher levels of Smac/DIABLO mRNA and protein were found in estrogen receptor (ER)-positive samples (p= 0.0054 and p= 0.0043, respectively) in comparison to ER-negative tumors. A negligible positive association was found between Smac/DIABLO and survivin expression. In vitro assays showed that Smac/DIABLO is not regulated by ER and, conversely, it does not participate in ER expression modulation. CONCLUSIONS mRNA and protein levels of Smac/DIABLO were increased in ER-positive breast tumors in comparison with ER-negative samples, although the mechanism of this regulation is still unknown. Public databases showed a possible clinical relevance for this association.
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Affiliation(s)
- Magali Espinosa
- Instituto Nacional de Medicina Genómica, Department of Basic Research, Functional Cancer Genomics Laboratory, Mexico City, Mexico
| | - Floria Lizárraga
- Instituto Nacional de Medicina Genómica, Department of Basic Research, Epigenetic Laboratory, Mexico City, Mexico
| | - Karla Vázquez-Santillán
- Instituto Nacional de Medicina Genómica, Department of Basic Research, Epigenetic Laboratory, Mexico City, Mexico
| | - Alfredo Hidalgo-Miranda
- Instituto Nacional de Medicina Genómica, Department of Basic Research, Cancer Genomics Laboratory, Mexico City, Mexico
| | - Patricia Piña-Sánchez
- Instituto Mexicano del Seguro Social, CMN S XXI, Oncology Research Unit, Molecular Oncology Laboratory, Mexico City, Mexico
| | - Javier Torres
- Instituto Mexicano del Seguro Social, CMN S XXI, Unity of Research in Infectious Diseases, Mexico City, Mexico
| | - Román A García-Ramírez
- Instituto Nacional de Medicina Genómica, Department of Basic Research, Functional Cancer Genomics Laboratory, Mexico City, Mexico
| | - Vilma Maldonado
- Instituto Nacional de Medicina Genómica, Department of Basic Research, Epigenetic Laboratory, Mexico City, Mexico
| | - Jorge Melendez-Zajgla
- Instituto Nacional de Medicina Genómica, Department of Basic Research, Functional Cancer Genomics Laboratory, Mexico City, Mexico
| | - Gisela Ceballos-Cancino
- Instituto Nacional de Medicina Genómica, Department of Basic Research, Functional Cancer Genomics Laboratory, Mexico City, Mexico
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17
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Garcia-Venzor A, Rueda-Zarazua B, Marquez-Garcia E, Maldonado V, Moncada-Morales A, Olivera H, Lopez I, Zuñiga J, Melendez-Zajgla J. SARS-CoV-2 Direct Detection Without RNA Isolation With Loop-Mediated Isothermal Amplification (LAMP) and CRISPR-Cas12. Front Med (Lausanne) 2021; 8:627679. [PMID: 33681254 PMCID: PMC7928313 DOI: 10.3389/fmed.2021.627679] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 01/25/2021] [Indexed: 11/16/2022] Open
Abstract
As to date, more than 49 million confirmed cases of Coronavirus Disease 19 (COVID-19) have been reported worldwide. Current diagnostic protocols use qRT-PCR for viral RNA detection, which is expensive and requires sophisticated equipment, trained personnel and previous RNA extraction. For this reason, we need a faster, direct and more versatile detection method for better epidemiological management of the COVID-19 outbreak. In this work, we propose a direct method without RNA extraction, based on the Loop-mediated isothermal amplification (LAMP) and Clustered Regularly Interspaced Short Palindromic Repeats-CRISPR associated protein (CRISPR-Cas12) technique that allows the fast detection of SARS-CoV-2 from patient samples with high sensitivity and specificity. We obtained a limit of detection of 16 copies/μL with high specificity and at an affordable cost. The diagnostic test readout can be done with a real-time PCR thermocycler or with the naked eye in a blue-light transilluminator. Our method has been evaluated on a small set of clinical samples with promising results.
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Affiliation(s)
- Alfredo Garcia-Venzor
- Cancer Functional Genomics Laboratory, Instituto Nacional de Medicina Genómica, Mexico City, Mexico
| | - Bertha Rueda-Zarazua
- Cancer Functional Genomics Laboratory, Instituto Nacional de Medicina Genómica, Mexico City, Mexico
| | - Eduardo Marquez-Garcia
- Molecular Biology Unit, Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico
| | - Vilma Maldonado
- Epigenetics Laboratory, Instituto Nacional de Medicina Genómica, Mexico City, Mexico
| | | | - Hiram Olivera
- Instituto Nacional de Referencia Epidemiológica, Mexico City, Mexico
| | - Irma Lopez
- Instituto Nacional de Referencia Epidemiológica, Mexico City, Mexico
| | - Joaquin Zuñiga
- Molecular Biology Unit, Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico
| | - Jorge Melendez-Zajgla
- Cancer Functional Genomics Laboratory, Instituto Nacional de Medicina Genómica, Mexico City, Mexico
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18
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Mendoza-Almanza G, Burciaga-Hernández L, Maldonado V, Melendez-Zajgla J, Olmos J. Role of platelets and breast cancer stem cells in metastasis. World J Stem Cells 2020; 12:1237-1254. [PMID: 33312396 PMCID: PMC7705471 DOI: 10.4252/wjsc.v12.i11.1237] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 08/23/2020] [Accepted: 09/22/2020] [Indexed: 02/06/2023] Open
Abstract
The high mortality rate of breast cancer is mainly caused by the metastatic ability of cancer cells, resistance to chemotherapy and radiotherapy, and tumor regression capacity. In recent years, it has been shown that the presence of breast cancer stem cells is closely associated with the migration and metastatic ability of cancer cells, as well as with their resistance to chemotherapy and radiotherapy. The tumor microenvironment is one of the main molecular factors involved in cancer and metastatic processes development, in this sense it is interesting to study the role of platelets, one of the main communicator cells in the human body which are activated by the signals they receive from the microenvironment and can generate more than one response. Platelets can ingest and release RNA, proteins, cytokines and growth factors. After the platelets interact with the tumor microenvironment, they are called "tumor-educated platelets." Tumor-educated platelets transport material from the tumor microenvironment to sites adjacent to the tumor, thus helping to create microenvironments conducive for the development of primary and metastatic tumors. It has been observed that the clone capable of carrying out the metastatic process is a cancer cell with stem cell characteristics. Cancer stem cells go through a series of processes, including epithelial-mesenchymal transition, intravasation into blood vessels, movement through blood vessels, extravasation at the site of the establishment of a metastatic focus, and site colonization. Tumor-educated platelets support all these processes.
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Affiliation(s)
| | | | - Vilma Maldonado
- Laboratorio de Epigenética, Instituto Nacional de Medicina Genómica, Ciudad de México 14610, Mexico
| | - Jorge Melendez-Zajgla
- Génómica funcional del cáncer, Instituto Nacional de Medicina Genómica, Ciudad de México 14610, Mexico
| | - Jorge Olmos
- Biotecnología Marina, Centro de Investigación Científica y de Estudios Superiores de Ensenada, Ensenada 22860, Mexico
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19
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Castro-Oropeza R, Vazquez-Santillan K, Díaz-Gastelum C, Melendez-Zajgla J, Zampedri C, Ferat-Osorio E, Rodríguez-González A, Arriaga-Pizano L, Maldonado V. Adipose-derived mesenchymal stem cells promote the malignant phenotype of cervical cancer. Sci Rep 2020; 10:14205. [PMID: 32848147 PMCID: PMC7450089 DOI: 10.1038/s41598-020-69907-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Accepted: 05/27/2020] [Indexed: 12/24/2022] Open
Abstract
Epidemiological studies indicate that obesity negatively affects the progression and treatment of cervical-uterine cancer. Recent evidence shows that a subpopulation of adipose-derived stem cells can alter cancer properties. In the present project, we described for the first time the impact of adipose-derived stem cells over the malignant behavior of cervical cancer cells. The transcriptome of cancer cells cultured in the presence of stem cells was analyzed using RNA-seq. Changes in gene expression were validated using digital-PCR. Bioinformatics tools were used to identify the main transduction pathways disrupted in cancer cells due to the presence of stem cells. In vitro and in vivo assays were conducted to validate cellular and molecular processes altered in cervical cancer cells owing to stem cells. Our results show that the expression of 95 RNAs was altered in cancer cells as a result of adipose-derived stem cells. Experimental assays indicate that stem cells provoke an increment in migration, invasion, angiogenesis, and tumorigenesis of cancer cells; however, no alterations were found in proliferation. Bioinformatics and experimental analyses demonstrated that the NF-kappa B signaling pathway is enriched in cancer cells due to the influence of adipose-derived stem cells. Interestingly, the tumor cells shift their epithelial to a mesenchymal morphology, which was reflected by the increased expression of specific mesenchymal markers. In addition, stem cells also promote a stemness phenotype in the cervical cancer cells. In conclusion, our results suggest that adipose-derived stem cells induce cervical cancer cells to acquire malignant features where NF-kappa B plays a key role.
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Affiliation(s)
- Rosario Castro-Oropeza
- Epigenetics Laboratories, National Institute of Genomic Medicine (INMEGEN), 14610, Mexico City, Mexico
| | - Karla Vazquez-Santillan
- Epigenetics Laboratories, National Institute of Genomic Medicine (INMEGEN), 14610, Mexico City, Mexico
| | - Claudia Díaz-Gastelum
- Epigenetics Laboratories, National Institute of Genomic Medicine (INMEGEN), 14610, Mexico City, Mexico
| | - Jorge Melendez-Zajgla
- Functional Genomics Laboratories, National Institute of Genomic Medicine (INMEGEN), 14610, Mexico City, Mexico
| | - Cecilia Zampedri
- Functional Genomics Laboratories, National Institute of Genomic Medicine (INMEGEN), 14610, Mexico City, Mexico
| | - Eduardo Ferat-Osorio
- Gastrosurgery Service, UMAE, National Medical Center "Siglo XXI", Mexican Institute of Social Security (IMSS), Mexico City, Mexico
| | - Arturo Rodríguez-González
- Gastrosurgery Service, UMAE, National Medical Center "Siglo XXI", Mexican Institute of Social Security (IMSS), Mexico City, Mexico
| | - Lourdes Arriaga-Pizano
- Medical Research Unit on Immunochemistry, National Medical Center "Siglo XXI", Mexican Institute of Social Security (IMSS), Mexico City, Mexico
| | - Vilma Maldonado
- Epigenetics Laboratories, National Institute of Genomic Medicine (INMEGEN), 14610, Mexico City, Mexico.
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20
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García-Venzor A, Mandujano-Tinoco EA, Lizarraga F, Zampedri C, Krötzsch E, Salgado RM, Dávila-Borja VM, Encarnación-Guevara S, Melendez-Zajgla J, Maldonado V. Microenvironment-regulated lncRNA-HAL is able to promote stemness in breast cancer cells. Biochim Biophys Acta Mol Cell Res 2019; 1866:118523. [PMID: 31401107 DOI: 10.1016/j.bbamcr.2019.118523] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 07/12/2019] [Accepted: 08/01/2019] [Indexed: 12/18/2022]
Abstract
Multicellular Tumor Spheroids culture (MCTS) is an in vitro model mimicking the characteristics of the tumor microenvironment, such as hypoxia and acidosis, resulting in the presence of both proliferating and quiescent cell populations. lncRNA's is a novel group of regulatory molecules that participates in the acquisition of tumorigenic phenotypes. In the present work we evaluated the oncogenic association of an uncharacterized lncRNA (lncRNA-HAL) in the tumorigenic phenotype induced by the MCTS microenvironment. We measured lncRNA-HAL expression level in MCF-7-MCTS populations and under different hypoxic conditions by RT-qPCR. Afterwards, we silenced lncRNA-HAL expression by shRNAs and evaluated its effect in MCF-7 transcriptome (by RNAseq) and validated the modified cellular processes by proliferation, migration, and stem cells assays. Finally, we analyzed which proteins interacts with lncRNA-HAL by ChIRP assay, to propose a possible molecular mechanism for this lncRNA. We found that lncRNA-HAL is overexpressed in the internal quiescent populations (p27 positive populations) of MCF-7-MCTS, mainly in the quiescent stem cell population, being hypoxia one of the microenvironmental cues responsible of its overexpression. Transcriptome analysis of lncRNA-HAL knockdown MCF7 cells revealed that lncRNA-HAL effect is associated with proliferation, migration and cell survival mechanisms; moreover, lncRNA-HAL silencing increased cell proliferation and impaired cancer stem cell proportion and function, resulting in decreased tumor grafting in vivo. In addition, we found that this lncRNA was overexpressed in triple-negative breast cancer patients. Analysis by ChIRP assay showed that this nuclear lncRNA binds to histones and hnRNPs suggesting a participation at the chromatin level and transcriptional regulation. The results obtained in the present work suggest that the function of lncRNA-HAL is associated with quiescent stem cell populations, which in turn is relevant due to its implications in cancer cell survival and resistance against treatment in vivo. Altogether, our data highlights a new lncRNA whose expression is regulated by the tumor microenvironment and associated to stemness in breast cancer.
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Affiliation(s)
- Alfredo García-Venzor
- Epigenetics, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico
| | - Edna Ayerim Mandujano-Tinoco
- Epigenetics, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico; Laboratory of Connective Tissue, Centro Nacional de Investigación y Atención de Quemados, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra", Mexico City, Mexico
| | - Floria Lizarraga
- Epigenetics, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico
| | - Cecilia Zampedri
- Epigenetics, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico
| | - Edgar Krötzsch
- Laboratory of Connective Tissue, Centro Nacional de Investigación y Atención de Quemados, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra", Mexico City, Mexico
| | - Rosa María Salgado
- Laboratory of Connective Tissue, Centro Nacional de Investigación y Atención de Quemados, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra", Mexico City, Mexico
| | | | - Sergio Encarnación-Guevara
- Programa de Genómica Funcional de Procariontes, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, 62210 Cuernavaca, Morelos, Mexico
| | - Jorge Melendez-Zajgla
- Functional Genomics Laboratories, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico
| | - Vilma Maldonado
- Epigenetics, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico.
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21
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Muñoz-Galindo L, Melendez-Zajgla J, Pacheco-Fernández T, Rodriguez-Sosa M, Mandujano-Tinoco EA, Vazquez-Santillan K, Castro-Oropeza R, Lizarraga F, Sanchez-Lopez JM, Maldonado V. Changes in the transcriptome profile of breast cancer cells grown as spheroids. Biochem Biophys Res Commun 2019; 516:1258-1264. [PMID: 31301772 DOI: 10.1016/j.bbrc.2019.06.155] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Accepted: 06/27/2019] [Indexed: 01/02/2023]
Abstract
BACKGROUND Multicellular tumor spheroids mimic the functional organization of tumors in vivo, providing biological readouts that predict the behavior of cancer cells more accurately. The current study aimed to evaluate the transcriptome (mRNAs and long non-coding RNAs) of multicellular tumor spheroids from breast cancer cells. METHODS MCF-7 cell spheroids were used; the transcriptome was analyzed using RNAseq and RNA microarrays; the secretion of macrophage migration inhibitor (MIF), a cytokine exported by the cholesterol efflux regulatory protein, was measured by ELISA. Linc00052 was inhibited using short-hairpin RNAs (shRNAs). RESULTS We found several differentially regulated mRNAs and lncRNAs in MCF-7 cell spheroids. We also found significant enrichment of the Wnt/B-catenin death receptor and the cholesterol metabolic processes. Interestingly, we also found an increased concentration of MIF. Further, at 12 and 20 days of 3D culture we found 221 and 1146 dysregulated lncRNAs, respectively; including linc00052 (long intergenic non-protein coding RNA 52), which has been involved in breast cancer. Linc00052 knock-down experiments suggest that it could be a key regulator of cholesterol pathways in breast cancer. CONCLUSIONS Our data shows that tumor spheroids can induce changes in the transcriptome of the cultured cells, including both mRNAs and ncRNA. One of the major changes included the deregulation of cholesterol pathways, of which linc00052 is apparently a key regulator.
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Affiliation(s)
- Laura Muñoz-Galindo
- Laboratorio de Epigenética, CDMX, México; Posgrado en Ciencias Biológicas, Universidad Nacional Autónoma de México (UNAM). CDMX, Mexico
| | - Jorge Melendez-Zajgla
- Genómica Functional. Instituto Nacional de Medicina Genómica (INMEGEN). CDMX, Mexico
| | - Thalia Pacheco-Fernández
- Unidad de Biomedicina, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México (UNAM), Estado de Mexico, Mexico
| | - Miriam Rodriguez-Sosa
- Unidad de Biomedicina, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México (UNAM), Estado de Mexico, Mexico
| | - Edna Ayerim Mandujano-Tinoco
- Laboratorio de Epigenética, CDMX, México; Laboratorio de Tejido Conjuntivo. Instituto Nacional de Rehabilitación (INR) "Luis Guillermo Ibarra Ibarra". CDMX, Mexico
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22
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Cervantes-Garduño A, Zampedri C, Espinosa M, Maldonado V, Melendez-Zajgla J, Ceballos-Cancino G. MT4-MMP Modulates the Expression of miRNAs in Breast Cancer Cells. Arch Med Res 2019; 49:471-478. [PMID: 30792164 DOI: 10.1016/j.arcmed.2019.02.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Accepted: 02/01/2019] [Indexed: 11/30/2022]
Abstract
BACKGROUND MT4-MMP is a member of the metalloproteinases family, although with a controversial role in the extracellular matrix remodelation. Overexpression of this metalloproteinase has been observed in breast cancer and it has been suggested that it can regulate tumor growth and cancer progression. The mechanisms by which MT4-MMP participates in breast cancer includes tumor blood vessels desestabilization, the activation of an angiogenic switch, and increase of EGFR signaling. However, all the mechanisms by which MT4-MMP participates in breast cancer are still unknowns. AIM OF THE STUDY To study if MT4-MMP could modulate the expression of microRNAs (miRNAs) related to biological processes associated with tumor formation and progression. METHODS MT4-MMP was ectopically overexpressed in MDA-MB-231 cells and the miRNAs expression profile modulated by the metalloproteinase was studied by using miRNAs microarrays. Microarray data were analyzed with different tools to find the molecular and cellular functions related to the differentially expressed miRNAs. The clinical relevance of some miRNAs was analyzed using a public database. RESULTS MT4-MMP overexpression in breast cancer cells induced the modulation of 65 miRNAs, which were related to the alteration of pathways dependent of p53, TGF-β, MAPK, ErbB, and Wnt, as well as processes such as cell cycle, adherens junctions, apoptosis, and focal adhesion. Several of the upregulated miRNAs were associated to a worse prognosis in breast cancer patients. CONCLUSIONS In breast cancer cells, the overexpression of MT4-MMP modulates the expression of miRNAs involved in several biological processes associated with tumor formation and progression and with clinical relevance.
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Affiliation(s)
- Alejandra Cervantes-Garduño
- Laboratorio de Genómica Funcional, Instituto Nacional de Medicina Genómica, Ciudad de México, México; Posgrado en Ciencias Biológicas, Universidad Nacional Autónoma de México, Ciudad Universitaria, Ciudad de México, México
| | - Cecilia Zampedri
- Laboratorio de Genómica Funcional, Instituto Nacional de Medicina Genómica, Ciudad de México, México
| | - Magali Espinosa
- Laboratorio de Genómica Funcional, Instituto Nacional de Medicina Genómica, Ciudad de México, México
| | - Vilma Maldonado
- Laboratorio de Epigenética, Instituto Nacional de Medicina Genómica, Ciudad de México, México
| | - Jorge Melendez-Zajgla
- Laboratorio de Genómica Funcional, Instituto Nacional de Medicina Genómica, Ciudad de México, México
| | - Gisela Ceballos-Cancino
- Laboratorio de Genómica Funcional, Instituto Nacional de Medicina Genómica, Ciudad de México, México.
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23
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Orlova Z, Pruefer F, Castro-Oropeza R, Ordaz-Ramos A, Zampedri C, Maldonado V, Vazquez-Santillan K, Melendez-Zajgla J. IKKε regulates the breast cancer stem cell phenotype. Biochim Biophys Acta Mol Cell Res 2019; 1866:598-611. [PMID: 30615901 DOI: 10.1016/j.bbamcr.2019.01.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Revised: 12/12/2018] [Accepted: 01/03/2019] [Indexed: 12/17/2022]
Abstract
The Inhibitor of Nuclear Factor Kappa B Kinase Subunit Epsilon (IKKε) is an oncogenic protein that is up-regulated in various types of human cancers, including breast tumors. This kinase regulates diverse processes associated with malignant progression including proliferation, invasion, and metastasis. To delve into the molecular mechanisms regulated by this kinase we performed RNA-seq and network analysis of breast cancer cells overexpressing IKKε. We found that the TNF/NF-κB cascade was clearly enriched, and in accordance, NF-κB pathway inhibition in these cells resulted in a decreased expression of IKKε target genes. Interestingly, we also found an enrichment of a mammary stemness functional pathway. Upregulation of IKKε led to an increase of a stem CD44+/CD24-/low population accompanied by a high expression of stem markers such as ALDH1A3, NANOG, and KLF4 and with an increased clonogenic ability and mammosphere formation capacity. These results were corroborated with in vivo dilution assays in zebrafish embryos which showed a significant increase in the number of Cancer Stem Cells (CSCs). Finally, we found that Triple-Negative breast tumors, which are enriched in CSCs, display higher levels of IKKε than other breast tumors, supporting the association of this kinase with the stem phenotype. In conclusion, our results highlight the role of IKKε kinase in the regulation of the stem cell phenotype in breast cancer cells, as assessed by expression, functional and in vivo assays. These results add to the potential use of this kinase as a therapeutic target in this neoplasia.
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Affiliation(s)
- Zhanna Orlova
- Epigenetics, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico; Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Franz Pruefer
- Functional Genomics Laboratories, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico
| | - Rosario Castro-Oropeza
- Epigenetics, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico
| | - Alejandro Ordaz-Ramos
- Epigenetics, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico
| | - Cecilia Zampedri
- Functional Genomics Laboratories, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico
| | - Vilma Maldonado
- Epigenetics, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico
| | - Karla Vazquez-Santillan
- Epigenetics, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico.
| | - Jorge Melendez-Zajgla
- Functional Genomics Laboratories, Instituto Nacional de Medicina Genomica, Periferico Sur No.4809, Col Arenal Tepepan, Tlalpan, Mexico City 14610, Mexico.
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24
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Camacho-Moctezuma B, Quevedo-Castillo M, Melendez-Zajgla J, Aquino-Jarquin G, Martinez-Ruiz GU. YY1 negatively regulates the XAF1 gene expression in prostate cancer. Biochem Biophys Res Commun 2018; 508:973-979. [PMID: 30551877 DOI: 10.1016/j.bbrc.2018.12.056] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2018] [Accepted: 12/06/2018] [Indexed: 12/31/2022]
Abstract
XAF1 is a tumor suppressor gene with low or absent expression in cancer. Since transcriptional reactivation or ectopic-mediated expression of XAF1 inhibits tumor growth, it is of great interest to elucidate the molecular mechanisms leading to XAF1 silencing. YY1 is a transcription factor that acts as a repressor or an activator to modulate several cancer-associated cellular processes. Both YY1 and XAF1 have key roles in prostate cancer (PCa) progression and are associated with worse clinical outcomes. To assess whether YY1 regulates the transcriptional activation of the XAF1 gene, we performed gene-reporter assays coupled with site-directed mutagenesis, which showed that YY1 is able to mediate XAF1 silencing. Concordantly, ChIP-qPCR assays showed that YY1 interacts with the XAF1 promoter in PC3 cells that lacks XAF1 expression. This association was lost after exposure to epigenetic modulators that induce XAF1 expression. Further supporting the YY1's repressive role, we found transcriptional reactivation of the XAF1 gene by YY1 downregulation. As expected by previous reports showing that HDAC1 is needed for YY1-mediated repressive actions, we observed XAF1 re-expression after either inhibition or downregulation of the HDAC1 gene. Finally, expression data retrieved from the TCGA consortium showed that PCa samples presented lower XAF1 and higher HDAC expression levels than normal tissues. Thus, our results support a model in which YY1 is able to silence tumor suppressor genes such as XAF1 through HDAC1 in PCa.
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Affiliation(s)
- B Camacho-Moctezuma
- Laboratorio de Investigacion en Patologia Experimental, Hospital Infantil de Mexico Federico Gomez, 06720, Mexico City, Mexico; Division de Investigacion, Facultad de Medicina, Universidad Nacional Autonoma de Mexico, 04510, Mexico City, Mexico
| | - M Quevedo-Castillo
- Laboratorio de Investigacion en Patologia Experimental, Hospital Infantil de Mexico Federico Gomez, 06720, Mexico City, Mexico; Division de Investigacion, Facultad de Medicina, Universidad Nacional Autonoma de Mexico, 04510, Mexico City, Mexico
| | - J Melendez-Zajgla
- Genomica Funcional del Cancer, Instituto Nacional de Medicina Genomica, 14610, Mexico City, Mexico
| | - G Aquino-Jarquin
- Laboratorio de Investigacion en Genomica, Genetica y Bioinformatica, Hospital Infantil de Mexico Federico Gomez, 06720, Mexico City, Mexico
| | - G U Martinez-Ruiz
- Laboratorio de Investigacion en Patologia Experimental, Hospital Infantil de Mexico Federico Gomez, 06720, Mexico City, Mexico; Division de Investigacion, Facultad de Medicina, Universidad Nacional Autonoma de Mexico, 04510, Mexico City, Mexico.
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25
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Mandujano-Tinoco EA, García-Venzor A, Melendez-Zajgla J, Maldonado V. New emerging roles of microRNAs in breast cancer. Breast Cancer Res Treat 2018; 171:247-259. [PMID: 29948402 DOI: 10.1007/s10549-018-4850-7] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Accepted: 06/03/2018] [Indexed: 01/12/2023]
Abstract
BACKGROUND MicroRNAs constitute a large family of non-coding RNAs, which actively participate in tumorigenesis by regulating a set of mRNAs of distinct signaling pathways. An altered expression of these molecules has been found in different tumorigenic processes of breast cancer, the most common type of cancer in the female population worldwide. PURPOSE The objective of this review is to discuss how miRNAs become master regulators in breast tumorigenesis. METHODS An integrative review of miRNAs and breast cancer literature from the last 5 years was done on PubMed. We summarize recent works showing that the defects on the biogenesis of miRNAs are associated with different breast cancer characteristics. Then, we show several examples that demonstrate the link between cellular processes regulated by miRNAs and the hallmarks of breast cancer. Finally, we examine the complexity in the regulation of these molecules as they are modulated by other non-coding RNAs and the clinical applications of miRNAs as they could serve as good diagnostic and classification tools. CONCLUSION The information presented in this review is important to encourage new directed studies that consider microRNAs as a good tool to improve the diagnostic and treatment alternatives in breast cancer.
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Affiliation(s)
- Edna Ayerim Mandujano-Tinoco
- Epigenetics Laboratory, Instituto Nacional de Medicina Genómica, Periferico Sur 4809, Arenal Tepepan, 14610, Mexico, CDMX, Mexico.,Laboratory of Connective Tissue, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra Ibarra". Calz., México-Xochimilco 289, Arenal de Guadalupe, 14389, Mexico, CDMX, Mexico
| | - Alfredo García-Venzor
- Epigenetics Laboratory, Instituto Nacional de Medicina Genómica, Periferico Sur 4809, Arenal Tepepan, 14610, Mexico, CDMX, Mexico
| | - Jorge Melendez-Zajgla
- Functional Genomics Laboratory, Instituto Nacional de Medicina Genómica, Periferico Sur 4809, Arenal Tepepan, 14610, Mexico, CDMX, Mexico
| | - Vilma Maldonado
- Epigenetics Laboratory, Instituto Nacional de Medicina Genómica, Periferico Sur 4809, Arenal Tepepan, 14610, Mexico, CDMX, Mexico.
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26
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Jimenez-Hernandez LE, Vazquez-Santillan K, Castro-Oropeza R, Martinez-Ruiz G, Muñoz-Galindo L, Gonzalez-Torres C, Cortes-Gonzalez CC, Victoria-Acosta G, Melendez-Zajgla J, Maldonado V. NRP1-positive lung cancer cells possess tumor-initiating properties. Oncol Rep 2017; 39:349-357. [PMID: 29138851 PMCID: PMC5783600 DOI: 10.3892/or.2017.6089] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Accepted: 10/13/2017] [Indexed: 12/21/2022] Open
Abstract
Tumor-initiating cells possess the capacity for self-renewal and to create heterogeneous cell lineages within a tumor. Therefore, the identification and isolation of cancer stem cells is an essential step in the analysis of their biology. The aim of the present study was to determine whether the cell surface protein neuropilin 1 (NRP1) can be used as a biomarker of stem-like cells in lung cancer tumors. For this purpose, NRP1-negative (NRP1-) and NRP1-positive (NRP1+) cell subpopulations from two lung cancer cell lines were sorted by flow cytometry. The NRP1+ cell subpopulation showed an increased expression of pluripotency markers OCT-4, Bmi-1 and NANOG, as well as higher cell migration, clonogenic and self-renewal capacities. NRP1 gene knockdown resulted not only in a decreased expression of stemness markers but also in a decrease in the clonogenic, cell migration and self-renewal potential. In addition, the NRP1+ cell subpopulation exhibited dysregulated expression of epithelial-to-mesenchymal transition-associated genes, including the ΔNp63 isoform protein, a previously reported characteristic of cancer stem cells. Notably, a genome-wide expression analysis of NRP1-knockdown cells revealed a potential new NRP1 pathway involving OLFML3 and genes associated with mitochondrial function. In conclusion, we demonstrated that NRP1+ lung cancer cells have tumor-initiating properties. NRP1 could be a useful biomarker for tumor-initiating cells in lung cancer tumors.
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27
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Garay Sánchez SA, Rodríguez Álvarez FJ, Zavala-Padilla G, Mejia-Cristobal LM, Cruz-Rangel A, Costas M, Fernández Velasco DA, Melendez-Zajgla J, Del Pozo-Yauner L. Stability and aggregation propensity do not fully account for the association of various germline variable domain gene segments with light chain amyloidosis. Biol Chem 2017; 398:477-489. [PMID: 27935845 DOI: 10.1515/hsz-2016-0178] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2016] [Accepted: 11/10/2016] [Indexed: 12/18/2022]
Abstract
Variable domain (VL) gene segments exhibit variable tendencies to be associated with light chain amyloidosis (AL). While few of them are very frequent in AL and give rise to most of the amyloidogenic light chains compiled at the sequence databases, other are rarely found among the AL cases. To analyze to which extent these tendencies depend on folding stability and aggregation propensity of the germline VL protein, we characterized VL proteins encoded by four AL-associated germline gene segments and one not associated to AL. We found that the AL-associated germline rVL proteins differ widely in conformational stability and propensity to in vitro amyloid aggregation. While in vitro the amyloid formation kinetics of these proteins correlate well with their folding stabilities, the folding stability does not clearly correlate with their germline's frequencies in AL. We conclude that the association of the VL genes segments to amyloidosis is not determined solely by the folding stability and aggregation propensity of the germline VL protein. Other factors, such as the frequencies of destabilizing mutations and susceptibility to proteolysis, must play a role in determining the light chain amyloidogenicity.
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28
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Mandujano-Tinoco EA, Garcia-Venzor A, Muñoz-Galindo L, Lizarraga-Sanchez F, Favela-Orozco A, Chavez-Gutierrez E, Krötzsch E, Salgado RM, Melendez-Zajgla J, Maldonado V. miRNA expression profile in multicellular breast cancer spheroids. Biochimica et Biophysica Acta (BBA) - Molecular Cell Research 2017; 1864:1642-1655. [DOI: 10.1016/j.bbamcr.2017.05.023] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Revised: 04/06/2017] [Accepted: 05/25/2017] [Indexed: 02/07/2023]
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29
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Gaytan-Cervantes J, Gonzalez-Torres C, Maldonado V, Zampedri C, Ceballos-Cancino G, Melendez-Zajgla J. Protein Sam68 regulates the alternative splicing of survivin DEx3. J Biol Chem 2017; 292:13745-13757. [PMID: 28655776 DOI: 10.1074/jbc.m117.800318] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Indexed: 01/31/2023] Open
Abstract
Messenger RNA alternative splicing (AS) regulates the expression of a variety of genes involved in both physiological and pathological processes. AS of the anti-apoptotic and proliferation-associated survivin (BIRC5) gene generates six isoforms, which regulate key aspects of cancer initiation and progression. One of the isoforms is survivin DEx3, in which the exclusion of exon 3 generates a unique carboxyl terminus with specific anti-apoptotic functions. This isoform is highly expressed in advanced stages of breast and cervical tumors. Therefore, understanding the mechanisms that regulate survivin DEx3 mRNA AS is clearly important. To this end, we designed a minigene (M), and in combination with a series of deletions and site-directed mutations, we determined that the first 22 bp of exon 3 contain cis-acting elements that enhance the exclusion of exon 3 to generate the survivin DEx3 mRNA isoform. Furthermore, using pulldown assays, we discovered that Sam68 is a possible trans-acting factor that binds to this region and regulates exon 3 splicing. This result was corroborated using a cell line in which the Sam68 binding site in the survivin gene was mutated with the CRISPR/Cas system. This work provides the first clues regarding the regulation of survivin DEx3 mRNA splicing.
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Affiliation(s)
| | | | - Vilma Maldonado
- Epigenetics, National Institute of Genomic Medicine (INMEGEN), 14610 Mexico City, Mexico
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30
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Lizarraga F, Espinosa M, Ceballos-Cancino G, Vazquez-Santillan K, Bahena-Ocampo I, Schwarz-Cruz Y Celis A, Vega-Gordillo M, Garcia Lopez P, Maldonado V, Melendez-Zajgla J. Tissue inhibitor of metalloproteinases-4 (TIMP-4) regulates stemness in cervical cancer cells. Mol Carcinog 2016; 55:1952-1961. [PMID: 26618609 DOI: 10.1002/mc.22442] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Revised: 11/12/2015] [Accepted: 11/17/2015] [Indexed: 01/07/2023]
Abstract
Tissue inhibitor of metalloproteinase-4 (TIMP-4) belongs to a family of extracellular matrix (ECM) metalloproteinases inhibitors that are overexpressed in several cancers. However, the role of TIMP-4 during carcinogenesis is poorly understood. To evaluate TIMP-4 functions in carcinogenesis, stably transfected cells overexpressing this tissue inhibitor were used. Xenograft tumor growth, stem cell enrichment, colony formation, and gene regulation were investigated. Microarrays and in silico analysis were carried out to elucidate TIMP-4 molecular mechanisms. In the present report, we show that in nude mice, cervical cancer cells that overexpress TIMP-4 formed tumors faster than control cell-derived tumors. Furthermore, in vivo limiting dilution assays showed that fewer TIMP-4 overexpressing cells are needed for tumor formation. In vitro analyses demonstrated that TIMP-4 overexpression or exposure to human recombinant TIMP-4 (hrTIMP4) caused an enrichment of the tumor progenitor cell (TPC) population. Accordingly, genome-wide expression and signaling pathway analyses showed that hrTIMP-4 modulated cell survival, cell proliferation, inflammation, and epithelial-mesenchymal transition (EMT) signaling networks. Notably, NFκB signaling pathway appeared to be globally activated upon hrTIMP-4 treatment. Overall, this report provides the first example that TIMP-4 regulates carcinogenesis through enriching the TPC population in cervical cancer cells. Understanding TIMP-4 effects on tumorigenesis may provide clues for future therapies design. © 2015 Wiley Periodicals, Inc.
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Affiliation(s)
- Floria Lizarraga
- Epigenetics Laboratory, Medical Research Subdirection, National Institute of Genomic Medicine, Ciudad de México, Mexico
| | - Magali Espinosa
- Functional Genomics Laboratory, Basic Research Subdirection, National Institute of Genomic Medicine, Ciudad de México, Mexico
| | - Gisela Ceballos-Cancino
- Functional Genomics Laboratory, Basic Research Subdirection, National Institute of Genomic Medicine, Ciudad de México, Mexico
| | - Karla Vazquez-Santillan
- Epigenetics Laboratory, Medical Research Subdirection, National Institute of Genomic Medicine, Ciudad de México, Mexico
| | - Ivan Bahena-Ocampo
- Functional Genomics Laboratory, Basic Research Subdirection, National Institute of Genomic Medicine, Ciudad de México, Mexico
| | - Angela Schwarz-Cruz Y Celis
- Functional Genomics Laboratory, Basic Research Subdirection, National Institute of Genomic Medicine, Ciudad de México, Mexico
| | - Montserrat Vega-Gordillo
- Functional Genomics Laboratory, Basic Research Subdirection, National Institute of Genomic Medicine, Ciudad de México, Mexico
| | - Patricia Garcia Lopez
- Pharmacology Laboratory, Basic Research Subdirection, National Institute of Cancerology, Ciudad de México, Mexico
| | - Vilma Maldonado
- Epigenetics Laboratory, Medical Research Subdirection, National Institute of Genomic Medicine, Ciudad de México, Mexico
| | - Jorge Melendez-Zajgla
- Functional Genomics Laboratory, Basic Research Subdirection, National Institute of Genomic Medicine, Ciudad de México, Mexico
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Vazquez-Santillan K, Melendez-Zajgla J, Jimenez-Hernandez LE, Gaytan-Cervantes J, Muñoz-Galindo L, Piña-Sanchez P, Martinez-Ruiz G, Torres J, Garcia-Lopez P, Gonzalez-Torres C, Ruiz V, Avila-Moreno F, Velasco-Velazquez M, Perez-Tapia M, Maldonado V. NF-kappaΒ-inducing kinase regulates stem cell phenotype in breast cancer. Sci Rep 2016; 6:37340. [PMID: 27876836 PMCID: PMC5120353 DOI: 10.1038/srep37340] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Accepted: 10/18/2016] [Indexed: 02/07/2023] Open
Abstract
Breast cancer stem cells (BCSCs) overexpress components of the Nuclear factor-kappa B (NF-κB) signaling cascade and consequently display high NF-κB activity levels. Breast cancer cell lines with high proportion of CSCs exhibit high NF-κB-inducing kinase (NIK) expression. The role of NIK in the phenotype of cancer stem cell regulation is poorly understood. Expression of NIK was analyzed by quantitative RT-PCR in BCSCs. NIK levels were manipulated through transfection of specific shRNAs or an expression vector. The effect of NIK in the cancer stem cell properties was assessed by mammosphere formation, mice xenografts and stem markers expression. BCSCs expressed higher levels of NIK and its inhibition through small hairpin (shRNA), reduced the expression of CSC markers and impaired clonogenicity and tumorigenesis. Genome-wide expression analyses suggested that NIK acts on ERK1/2 pathway to exert its activity. In addition, forced expression of NIK increased the BCSC population and enhanced breast cancer cell tumorigenicity. The in vivo relevance of these results is further supported by a tissue microarray of breast cancer samples in which we observed correlated expression of Aldehyde dehydrogenase (ALDH) and NIK protein. Our results support the essential involvement of NIK in BCSC phenotypic regulation via ERK1/2 and NF-κB.
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Affiliation(s)
| | | | | | | | | | - Patricia Piña-Sanchez
- Unidad de Investigación Médica en Enfermedades Oncológicas (UIMEO), Hospital de Oncología IMSS, México
| | | | - Javier Torres
- Unidad de Investigación Médica en Enfermedades Infecciosas y Parasitarias (UMAE), Hospital de Pediatría, IMSS, México
| | | | | | - Victor Ruiz
- Instituto Nacional de Enfermedades Respiratorias “Ismael Cosío Villegas” (INER), México
| | | | | | - Mayra Perez-Tapia
- Unidad de Desarrollo e Investigación en Bioprocesos (UDIBI) y Departamento de Inmunología, IPN, México
| | - Vilma Maldonado
- Instituto Nacional de Medicina Genómica (INMEGEN), México, 14610, México
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Bahena-Ocampo I, Espinosa M, Ceballos-Cancino G, Lizarraga F, Campos-Arroyo D, Schwarz A, Garcia-Lopez P, Maldonado V, Melendez-Zajgla J. miR-10b expression in breast cancer stem cells supports self-renewal through negative PTEN regulation and sustained AKT activation. EMBO Rep 2016; 17:1081. [PMID: 27371635 DOI: 10.15252/embr.201642700] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
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33
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Bahena-Ocampo I, Espinosa M, Ceballos-Cancino G, Lizarraga F, Campos-Arroyo D, Schwarz A, Maldonado V, Melendez-Zajgla J, Garcia‐Lopez P. miR-10b expression in breast cancer stem cells supports self-renewal through negative PTEN regulation and sustained AKT activation. EMBO Rep 2016; 17:648-58. [PMID: 27113763 DOI: 10.15252/embr.201540678] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Accepted: 03/04/2016] [Indexed: 12/21/2022] Open
Abstract
Cancer stem cells (CSCs) are linked to metastasis. Moreover, a discrete group of miRNAs (metastamiRs) has been shown to promote metastasis. Accordingly, we propose that miRNAs that function as metastatic promoters may influence the CSC phenotype. To study this issue, we compared the expression of 353 miRNAs in CSCs enriched from breast cancer cell lines using qRT-PCR analysis. One of the most altered miRNAs was miR-10b, which is a reported promoter of metastasis and migration. Stable overexpression of miR-10b in MCF-7 cells (miR-10b-OE cells) promoted higher self-renewal and expression of stemness and epithelial-mesenchymal transition (EMT) markers. In agreement with these results, inhibiting miR-10b expression using synthetic antisense RNAs resulted in a decrease in CSCs self-renewal. Bioinformatics analyses identified several potential miR-10b mRNA targets, including phosphatase and tensin homolog (PTEN), a key regulator of the PI3K/AKT pathway involved in metastasis, cell survival, and self-renewal. The targeting of PTEN by miR-10b was confirmed using a luciferase reporter, qRT-PCR, and Western blot analyses. Lower PTEN levels were observed in CSCs, and miR-10b depletion not only increased PTEN mRNA and protein expression but also decreased the activity of AKT, a downstream PTEN target kinase. Correspondingly, PTEN knockdown increased stem cell markers, whereas AKT inhibitors compromised the self-renewal ability of CSCs and breast cancer cell lines overexpressing miR-10b. In conclusion, miR-10b regulates the self-renewal of the breast CSC phenotype by inhibiting PTEN and maintaining AKT pathway activation.
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Affiliation(s)
- Ivan Bahena-Ocampo
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Mexico City, Mexico
| | - Magali Espinosa
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Mexico City, Mexico
| | - Gisela Ceballos-Cancino
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Mexico City, Mexico
| | - Floria Lizarraga
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Mexico City, Mexico
| | - Denise Campos-Arroyo
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Mexico City, Mexico
| | - Angela Schwarz
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Mexico City, Mexico
| | - Vilma Maldonado
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Mexico City, Mexico
| | - Jorge Melendez-Zajgla
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Mexico City, Mexico
| | - Patricia Garcia‐Lopez
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Mexico City, Mexico
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34
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Pacheco-Marín R, Melendez-Zajgla J, Castillo-Rojas G, Mandujano-Tinoco E, Garcia-Venzor A, Uribe-Carvajal S, Cabrera-Orefice A, Gonzalez-Torres C, Gaytan-Cervantes J, Mitre-Aguilar IB, Maldonado V. Transcriptome profile of the early stages of breast cancer tumoral spheroids. Sci Rep 2016; 6:23373. [PMID: 27021602 PMCID: PMC4810430 DOI: 10.1038/srep23373] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Accepted: 03/02/2016] [Indexed: 12/15/2022] Open
Abstract
Oxygen or nutrient deprivation of early stage tumoral spheroids can be used to reliably mimic the initial growth of primary and metastatic cancer cells. However, cancer cell growth during the initial stages has not been fully explored using a genome-wide approach. Thus, in the present study, we investigated the transcriptome of breast cancer cells during the initial stages of tumoral growth using RNAseq in a model of Multicellular Tumor Spheroids (MTS). Network analyses showed that a metastatic signature was enriched as several adhesion molecules were deregulated, including EPCAM, E-cadherin, integrins and syndecans, which were further supported by an increase in cell migration. Interestingly, we also found that the cancer cells at this stage of growth exhibited a paradoxical hyperactivation of oxidative mitochondrial metabolism. In addition, we found a large number of regulated (long non coding RNA) lncRNAs, several of which were co-regulated with neighboring genes. The regulatory role of some of these lncRNAs on mRNA expression was demonstrated with gain of function assays. This is the first report of an early-stage MTS transcriptome, which not only reveals a complex expression landscape, but points toward an important contribution of long non-coding RNAs in the final phenotype of three-dimensional cellular models.
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Affiliation(s)
- Rosario Pacheco-Marín
- Epigenetics, National Institute of Genomic Medicine, Periférico Sur No. 4809, Col Arenal Tepepan, Delegación Tlalpan, México, D.F., C.P 14610.,Posgraduate Program in Biological Sciences, Faculty of Medicine (UNAM), University City Avenue 3000 C.P. 04510, Coyoacan, Mexico City
| | - Jorge Melendez-Zajgla
- Functional Genomics laboratories, National Institute of Genomic Medicine, Periférico Sur No. 4809, Col Arenal Tepepan, Delegación Tlalpan, México, D.F., C.P 14610
| | - Gonzalo Castillo-Rojas
- Microbial Molecular Immunology Program, Department of Microbiology and Parasitology, Faculty of Medicine, National Autonomous University of Mexico (UNAM), University City Avenue 3000 C.P. 04510, Coyoacan, Mexico City
| | - Edna Mandujano-Tinoco
- Functional Genomics laboratories, National Institute of Genomic Medicine, Periférico Sur No. 4809, Col Arenal Tepepan, Delegación Tlalpan, México, D.F., C.P 14610
| | - Alfredo Garcia-Venzor
- Functional Genomics laboratories, National Institute of Genomic Medicine, Periférico Sur No. 4809, Col Arenal Tepepan, Delegación Tlalpan, México, D.F., C.P 14610
| | - Salvador Uribe-Carvajal
- Department of Molecular Genetics, Institute of Cellular Physiology (UNAM), University City Avenue 3000 C.P. 04510, Coyoacan, Mexico City
| | - Alfredo Cabrera-Orefice
- Department of Molecular Genetics, Institute of Cellular Physiology (UNAM), University City Avenue 3000 C.P. 04510, Coyoacan, Mexico City
| | - Carolina Gonzalez-Torres
- Functional Genomics laboratories, National Institute of Genomic Medicine, Periférico Sur No. 4809, Col Arenal Tepepan, Delegación Tlalpan, México, D.F., C.P 14610
| | - Javier Gaytan-Cervantes
- Functional Genomics laboratories, National Institute of Genomic Medicine, Periférico Sur No. 4809, Col Arenal Tepepan, Delegación Tlalpan, México, D.F., C.P 14610
| | - Irma B Mitre-Aguilar
- Unit of Biochemistry, National Institute of Medical Sciences and Nutrition Salvador Zubirán (INCMNSZ), Av. Vasco de Quiroga N° 15, Colonia Belisario Domínguez Sección XVI, Delegación Tlalpan. CP.14080, México D. F., México
| | - Vilma Maldonado
- Epigenetics, National Institute of Genomic Medicine, Periférico Sur No. 4809, Col Arenal Tepepan, Delegación Tlalpan, México, D.F., C.P 14610
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35
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Campos-Arroyo D, Maldonado V, Bahena I, Quintanar V, Patiño N, Carlos Martinez-Lazcano J, Melendez-Zajgla J. Probenecid Sensitizes Neuroblastoma Cancer Stem Cells to Cisplatin. Cancer Invest 2016; 34:155-66. [PMID: 26963048 DOI: 10.3109/07357907.2016.1139717] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
We used both in vitro cultures of neuroblastoma cell lines and nude-mice xenotransplants to explore the effects of co-administration of cisplatin and probenecid. Probenecid sensitized neuroblastoma cells, including tumor cells with stem features, to the effects of cisplatin, both in vitro and in vivo. This effect was mediated by an increase in the apoptotic cell death and a concomitant decrease in cell proliferation. This effect is accompanied by modulation of the mRNA and protein of the drug efflux transporters MDR1, MRP2, and BCRP. The co-administration of probenecid with cisplatin should be explored as a possible therapeutic strategy.
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Affiliation(s)
- Denise Campos-Arroyo
- a Functional Genomics Laboratory , Instituto Nacional de Medicina Genomica , Mexico City 14610 , Mexico
| | - Vilma Maldonado
- a Functional Genomics Laboratory , Instituto Nacional de Medicina Genomica , Mexico City 14610 , Mexico
| | - Ivan Bahena
- a Functional Genomics Laboratory , Instituto Nacional de Medicina Genomica , Mexico City 14610 , Mexico
| | - Valeria Quintanar
- a Functional Genomics Laboratory , Instituto Nacional de Medicina Genomica , Mexico City 14610 , Mexico
| | - Nelly Patiño
- a Functional Genomics Laboratory , Instituto Nacional de Medicina Genomica , Mexico City 14610 , Mexico
| | - Juan Carlos Martinez-Lazcano
- b Department of Neurophysiology , Instituto Nacional de Neurologia y Neurocirugia Manuel Velasco Suarez , Mexico City , Mexico
| | - Jorge Melendez-Zajgla
- a Functional Genomics Laboratory , Instituto Nacional de Medicina Genomica , Mexico City 14610 , Mexico
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36
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Victoria-Acosta G, Vazquez-Santillan K, Jimenez-Hernandez L, Muñoz-Galindo L, Maldonado V, Martinez-Ruiz GU, Melendez-Zajgla J. Corrigendum: Epigenetic silencing of the XAF1 gene is mediated by the loss of CTCF binding. Sci Rep 2016; 6:20462. [PMID: 26855026 PMCID: PMC4745567 DOI: 10.1038/srep20462] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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37
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Pruefer F, Vazquez-Santillan K, Munoz-Galindo L, Cruz-Colin JL, Maldonado V, Melendez-Zajgla J. TIMP4 Modulates ER-α Signalling in MCF7 Breast Cancer Cells. Folia Biol (Praha) 2016; 62:75-81. [PMID: 27187039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Tissue inhibitor of metalloprotease 4 (TIMP4) contributes to poor prognosis in breast and other tumours. However, the mechanisms of how TIMP4 influences breast cancer cell behaviour are unknown. Our aim was to explore the signalling pathways modulated by TIMP4 in breast cancer cells. Human recombinant TIMP4 was added to MCF7 breast cancer cells and RNASeq was performed. TIMP4 RNASeq results were validated by RT-PCR. Network analyses of TIMP4-exposed cells showed that ER-α, HIF1A and TGF-β signalling were activated, whereas FOXO3 signalling was downregulated. ER-α protein levels were increased and concordantly, promoters of TIMP4-upregulated genes were significantly enriched in oestrogen-binding sites. We concluded that TIMP4 modulates multiple signalling pathways relevant in cancer in MCF7 cells, including the ER-α cascade.
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Affiliation(s)
- F Pruefer
- Functional Genomics Laboratory and Epigenetics Laboratory, Basic Research Subdirection. Instituto Nacional de Medicina Genómica. México City, Mexico
| | - K Vazquez-Santillan
- Functional Genomics Laboratory and Epigenetics Laboratory, Basic Research Subdirection. Instituto Nacional de Medicina Genómica. México City, Mexico
| | - L Munoz-Galindo
- Functional Genomics Laboratory and Epigenetics Laboratory, Basic Research Subdirection. Instituto Nacional de Medicina Genómica. México City, Mexico
| | - J L Cruz-Colin
- Functional Genomics Laboratory and Epigenetics Laboratory, Basic Research Subdirection. Instituto Nacional de Medicina Genómica. México City, Mexico
| | - V Maldonado
- Functional Genomics Laboratory and Epigenetics Laboratory, Basic Research Subdirection. Instituto Nacional de Medicina Genómica. México City, Mexico
| | - J Melendez-Zajgla
- Functional Genomics Laboratory and Epigenetics Laboratory, Basic Research Subdirection. Instituto Nacional de Medicina Genómica. México City, Mexico
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38
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Schwarz-Cruz Y Celis A, Espinosa M, Maldonado V, Melendez-Zajgla J. Advances in the knowledge of breast cancer stem cells. A review. Histol Histopathol 2015; 31:601-12. [PMID: 26715540 DOI: 10.14670/hh-11-718] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Much effort has been made by researchers to elucidate the complex biology of breast cancer stem cells (BCSCs), a small subset of breast tumor cells that display stem cell properties, drive tumor initiation, and growth. In recent years, it has been suggested that BCSCs could be responsible for the process of metastasis and the development of drug resistance. These findings make the need to find the distinguishing blend of markers that can recognize only BCSCs of the utmost importance in order to be able to design new targeted therapies. This review will summarize BCSCs' main features as well as the cell surface markers that are currently used to identify them.
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Affiliation(s)
- Angela Schwarz-Cruz Y Celis
- Functional Genomics Laboratory, National Institute of Genomic Medicine, Col. Arenal Tepepan, Delegación Tlalpan and National Autonomous University of Mexico, Mexico City, México
| | - Magali Espinosa
- Functional Genomics Laboratory, National Institute of Genomic Medicine, Col. Arenal Tepepan, Delegación Tlalpan, Mexico City, México
| | - Vilma Maldonado
- Functional Genomics Laboratory, National Institute of Genomic Medicine, Col. Arenal Tepepan, Delegación Tlalpan, Mexico City, México
| | - Jorge Melendez-Zajgla
- Functional Genomics Laboratory, National Institute of Genomic Medicine, Col. Arenal Tepepan, Delegación Tlalpan, Mexico City, México.
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39
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Victoria-Acosta G, Vazquez-Santillan K, Jimenez-Hernandez L, Muñoz-Galindo L, Maldonado V, Martinez-Ruiz GU, Melendez-Zajgla J. Epigenetic silencing of the XAF1 gene is mediated by the loss of CTCF binding. Sci Rep 2015; 5:14838. [PMID: 26443201 PMCID: PMC4595840 DOI: 10.1038/srep14838] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Accepted: 09/07/2015] [Indexed: 12/15/2022] Open
Abstract
XAF1 is a tumour suppressor gene that compromises cell viability by modulating different cellular events such as mitosis, cell cycle progression and apoptosis. In cancer, the XAF1 gene is commonly silenced by CpG-dinucleotide hypermethylation of its promoter. DNA demethylating agents induce transcriptional reactivation of XAF1, sensitizing cancer cells to therapy. The molecular mechanisms that mediate promoter CpG methylation have not been previously studied. Here, we demonstrate that CTCF interacts with the XAF1 promoter in vivo in a methylation-sensitive manner. By transgene assays, we demonstrate that CTCF mediates the open-chromatin configuration of the XAF1 promoter, inhibiting both CpG-dinucleotide methylation and repressive histone posttranslational modifications. In addition, the absence of CTCF in the XAF1 promoter inhibits transcriptional activation induced by well-known apoptosis activators. We report for the first time that epigenetic silencing of the XAF1 gene is a consequence of the loss of CTCF binding.
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Affiliation(s)
- Georgina Victoria-Acosta
- Functional Cancer Genomics Laboratory, National Institute of Genomic Medicine, Mexico D.F., 14610, Mexico
| | | | - Luis Jimenez-Hernandez
- Epigenetics Laboratory, National Institute of Genomic Medicine, Mexico D.F., 14610, México
| | - Laura Muñoz-Galindo
- Epigenetics Laboratory, National Institute of Genomic Medicine, Mexico D.F., 14610, México
| | - Vilma Maldonado
- Epigenetics Laboratory, National Institute of Genomic Medicine, Mexico D.F., 14610, México
| | - Gustavo Ulises Martinez-Ruiz
- Functional Cancer Genomics Laboratory, National Institute of Genomic Medicine, Mexico D.F., 14610, Mexico.,Unit of Investigative Research on Oncological Disease, Children's Hospital of Mexico "Federico Gomez", Mexico City, Mexico
| | - Jorge Melendez-Zajgla
- Functional Cancer Genomics Laboratory, National Institute of Genomic Medicine, Mexico D.F., 14610, Mexico
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40
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Lizarraga F, Ceballos-Cancino G, Espinosa M, Vazquez-Santillan K, Maldonado V, Melendez-Zajgla J. Tissue Inhibitor of Metalloproteinase-4 Triggers Apoptosis in Cervical Cancer Cells. PLoS One 2015; 10:e0135929. [PMID: 26291714 PMCID: PMC4546159 DOI: 10.1371/journal.pone.0135929] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2015] [Accepted: 07/28/2015] [Indexed: 11/19/2022] Open
Abstract
Tissue inhibitor of metalloproteinase-4 (TIMP-4) is a member of extracellular matrix (ECM) metalloproteinases inhibitors that has pleiotropic functions. However, TIMP-4 roles in carcinogenesis are not well understood. Cell viability and flow cytometer assays were employed to evaluate cell death differences between H-Vector and H-TIMP-4 cell lines. Immunobloting and semi-quantitative RT-PCR were used to evaluate the expression of apoptosis regulators. We showed that TIMP-4 has apoptosis-sensitizing effects towards several death stimuli. Consistent with these findings, regulators of apoptosis from Inhibitors of Apoptosis Proteins (IAP), FLICE-like inhibitor proteins (FLIP) and Bcl-2 family members were modulated by TIMP-4. In addition, TIMP-4 knockdown resulted in cell survival increase after serum deprivation, as assessed by clonogenic cell analyses. This report shows that TIMP-4 regulates carcinogenesis through apoptosis activation in cervical cancer cells. Understanding TIMP-4 effects in tumorigenesis may provide clues for future therapies.
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Affiliation(s)
- Floria Lizarraga
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan. Mexico, D.F. C.P.14610, Mexico
| | - Gisela Ceballos-Cancino
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan. Mexico, D.F. C.P.14610, Mexico
| | - Magali Espinosa
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan. Mexico, D.F. C.P.14610, Mexico
| | - Karla Vazquez-Santillan
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan. Mexico, D.F. C.P.14610, Mexico
| | - Vilma Maldonado
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan. Mexico, D.F. C.P.14610, Mexico
| | - Jorge Melendez-Zajgla
- Basic Research Subdivision, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan. Mexico, D.F. C.P.14610, Mexico
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41
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Mejia-Cristobal LM, Reus E, Lizarraga F, Espinosa M, Ceballos-Cancino G, López TV, Garay S, Maldonado V, Melendez-Zajgla J. Tissue inhibitor of metalloproteases-4 (TIMP-4) modulates adipocyte differentiation in vitro. Exp Cell Res 2015; 335:207-15. [PMID: 25999146 DOI: 10.1016/j.yexcr.2015.05.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Revised: 05/06/2015] [Accepted: 05/08/2015] [Indexed: 11/16/2022]
Abstract
Tissue inhibitors of metalloproteases (TIMPs) are multifunctional proteins that inhibit matrix metalloproteases (MMPs). The latest described member of the family, TIMP-4, is expressed mainly in adipose tissue, with detectable levels in the brain and heart. Besides its high expression in fat, the role of this inhibitor in adipose tissue is unknown. In order to study the role of TIMP-4 during adipogenesis in vitro, 3T3-L1 cells were stably transfected with a TIMP-4 specific shRNA or a control shRNA. Unexpectedly, upon TIMP-4 knockdown, 3T3-L1 cells differentiated faster into mature adipocytes. To get better insight of TIMP-4's role in adipogenesis, microarray expression analyses were performed. Network enrichment analyses uncovered 25 significant upstream signaling pathways, among which the NFκB cascade was found. Previous works have shown that NFκB is a key regulator of adipogenesis. In accordance, we found that TIMP-4 knockdown decreased NFκB activity during adipogenesis. The present work suggests that TIMP-4 might act as a negative regulator of adipogenesis through NFκB cascade modulation.
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Affiliation(s)
- Luz María Mejia-Cristobal
- Basic Research Subdirection, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan, Mexico D.F. 14610, Mexico.
| | - Erika Reus
- Basic Research Subdirection, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan, Mexico D.F. 14610, Mexico.
| | - Floria Lizarraga
- Basic Research Subdirection, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan, Mexico D.F. 14610, Mexico.
| | - Magali Espinosa
- Basic Research Subdirection, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan, Mexico D.F. 14610, Mexico.
| | - Gisela Ceballos-Cancino
- Basic Research Subdirection, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan, Mexico D.F. 14610, Mexico.
| | - Tania V López
- Basic Research Subdirection, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan, Mexico D.F. 14610, Mexico.
| | - Sergio Garay
- Basic Research Subdirection, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan, Mexico D.F. 14610, Mexico.
| | - Vilma Maldonado
- Basic Research Subdirection, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan, Mexico D.F. 14610, Mexico.
| | - Jorge Melendez-Zajgla
- Basic Research Subdirection, National Institute of Genomic Medicine, Functional Genomics Laboratory, Periferico Sur 4809, Col. Arenal Tepepan, Del. Tlalpan, Mexico D.F. 14610, Mexico.
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42
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Morales-Bárcenas R, Chirino YI, Sánchez-Pérez Y, Osornio-Vargas ÁR, Melendez-Zajgla J, Rosas I, García-Cuellar CM. Particulate matter (PM₁₀) induces metalloprotease activity and invasion in airway epithelial cells. Toxicol Lett 2015; 237:167-73. [PMID: 26047787 DOI: 10.1016/j.toxlet.2015.06.001] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Revised: 05/28/2015] [Accepted: 06/01/2015] [Indexed: 12/22/2022]
Abstract
Airborne particulate matter with an aerodynamic diameter ≤ 10 μm (PM10) is a risk factor for the development of lung diseases and cancer. The aim of this work was to identify alterations in airway epithelial (A549) cells induced by PM10 that could explain how subtoxic exposure (10 μg/cm(2)) promotes a more aggressive in vitro phenotype. Our results showed that cells exposed to PM10 from an industrial zone (IZ) and an urban commercial zone (CZ) induced an increase in protease activity and invasiveness; however, the cell mechanism is different, as only PM10 from CZ up-regulated the activity of metalloproteases MMP-2 and MMP-9 and disrupted E-cadherin/β-catenin expression after 48 h of exposure. These in vitro findings are relevant in terms of the mechanism action of PM10 in lung epithelial cells, which could be helpful in understanding the pathogenesis of some human illness associated with highly polluted cities.
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Affiliation(s)
- Rocío Morales-Bárcenas
- Instituto Nacional de Cancerología (INCan), Subdirección de Investigación Básica, San Fernando No. 22, Tlalpan, 14080 México, D.F., Mexico
| | - Yolanda I Chirino
- Unidad de Biomedicina, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Los Reyes Iztacala, CP 54090 Tlalnepantla, Estado de Mexico, Mexico
| | - Yesennia Sánchez-Pérez
- Instituto Nacional de Cancerología (INCan), Subdirección de Investigación Básica, San Fernando No. 22, Tlalpan, 14080 México, D.F., Mexico.
| | | | - Jorge Melendez-Zajgla
- Instituto Nacional de Medicina Genómica, Periférico Sur 4809, Arenal Tepepan, Tlalpan, 14610 México, D.F., Mexico
| | - Irma Rosas
- Centro de Ciencias de la Atmósfera, Universidad Nacional Autónoma de México (UNAM), Circuito Exterior s/n, Ciudad Universitaria, Del. Coyoacán, CP 04510, Mexico, D.F., Mexico
| | - Claudia María García-Cuellar
- Instituto Nacional de Cancerología (INCan), Subdirección de Investigación Básica, San Fernando No. 22, Tlalpan, 14080 México, D.F., Mexico.
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Mendoza J, Zamora R, Gallardo JC, Ceballos G, Aldana A, Espinosa M, Maldonado V, Melendez-Zajgla J. NF-κB does not influence the induction of apoptosis by Ukrain. Cancer Biol Ther 2014; 5:788-93. [PMID: 16721042 DOI: 10.4161/cbt.5.7.2752] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Ukrain is a reaction product of different alkaloids from Chelidonium majus L. (celandine) conjugated with thiophosphoric acid. It has immunoregulatory effects on T lymphocyte subsets and cytotoxic and cytostatic effects on various malignant cells. Although Ukrain has been reported to induce alterations in the cell cycle and tubulin polymerization, the specific cellular target has not been described. Since antineoplasic agents induce NF-kappaB and their effects are regulated by this transcription factor, we investigated its possible participation in the apoptotic effects of Ukrain. Ukrain induced apoptosis in a panel of cancer cell lines by activating the intrinsic cell death pathway, as demonstrated by the cleavage of caspase 9 and the upregulation and cleavage of caspase 3. The effect was reversible, since long exposures (24 hours or more) were needed, as verified by clonogenic assays. Gene reporter assays showed that Ukrain activated NF-kappa B. Nevertheless, this activation was not required for, and did not modulate, the Ukrain effect: neither blockage of activation by a dominant negative version of Ikappa-B alpha or a Bcl-3 siRNA, nor activation of the pathway by overexpression of IKK2, changed the response to the drug. In conclusion, Ukrain induced apoptosis in HeLa cervical cancer cells by activating the intrinsic pathway. In contrast to other antineoplasic drugs, the effects of Ukrain were not regulated by NF-kappa B.
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Affiliation(s)
- Julia Mendoza
- Molecular Biology Laboratory, Subdireccion de Investigacion Basica, Instituto Nacional de Cancerologia, Mexico City, Mexico
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Kiezun A, Perry J, Tonzi P, Allen EV, Carter SL, Baca S, Bhatt A, Lawrence M, Walensky L, Wagle N, Mora J, deTorres C, Lavarino C, Velasco-Hidalgo L, Cardenas-Cardos R, Aguiar SDS, Yunes JA, Mercado G, Melendez-Zajgla J, Roberts C, Garraway L, Rodriguez-Galindo C, Golub T, Orkin S, Getz G, Janeway K. Abstract A41: Complementary genomic approaches highlight the PI3K/mTOR pathway as a common vulnerability in osteosarcoma. Cancer Res 2014. [DOI: 10.1158/1538-7445.pedcan-a41] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Osteosarcoma is the most common primary bone tumor and yet there have been no substantial advances in treatment or survival in over 2 decades. We examined 59 tumor/normal pairs by whole-genome, whole-exome and RNA-Sequencing. Only TP53 was mutated at significant frequency across the 59 samples. The mean non-silent somatic mutation rate was 1.2 mutation per megabase and there were a median of 231 somatic rearrangements per tumor. Complex chains of rearrangements and localized hypermutation were detected in almost all cases. Given the inter-tumor heterogeneity, the extent of genomic instability and the difficulty in acquiring a large sample size in a rare tumor we used several methods to identify genomic events contributing to osteosarcoma proliferation and survival. Pathway analysis, a heuristic analytic algorithm, a comparative oncology approach and a genome-wide, pooled short hairpin RNA (shRNA) screen all point to the PI3K/mTOR pathway as a potential central vulnerability for therapeutic exploitation in osteosarcoma. Osteosarcoma cell lines are responsive to pharmacologic and genetic inhibition of the PI3K/mTOR pathway both in vitro and in vivo.
Citation Format: Adam Kiezun, Jennifer Perry, Peter Tonzi, Eliezer Van Allen, Scott L. Carter, Sylvan Baca, Ami Bhatt, Michael Lawrence, Loren Walensky, Nikhil Wagle, Jaume Mora, Carmen deTorres, Cinzia Lavarino, Liliana Velasco-Hidalgo, Rocio Cardenas-Cardos, Simone dos Santos Aguiar, Jose A. Yunes, Gabriela Mercado, Jorge Melendez-Zajgla, Charles Roberts, Levi Garraway, Carlos Rodriguez-Galindo, Todd Golub, Stuart Orkin, Gad Getz, Katherine Janeway. Complementary genomic approaches highlight the PI3K/mTOR pathway as a common vulnerability in osteosarcoma. [abstract]. In: Proceedings of the AACR Special Conference on Pediatric Cancer at the Crossroads: Translating Discovery into Improved Outcomes; Nov 3-6, 2013; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2013;74(20 Suppl):Abstract nr A41.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Jaume Mora
- 3Hospital Sant Joan de Deu, Barcelona, Spain,
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Gad Getz
- 1Broad Institute, Cambridge, MA,
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Martinez-Ruiz GU, Victoria-Acosta G, Vazquez-Santillan KI, Jimenez-Hernandez L, Muñoz-Galindo L, Ceballos-Cancino G, Maldonado V, Melendez-Zajgla J. Ectopic expression of new alternative splice variant of Smac/DIABLO increases mammospheres formation. Int J Clin Exp Pathol 2014; 7:5515-5526. [PMID: 25337193 PMCID: PMC4203164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Accepted: 08/21/2014] [Indexed: 06/04/2023]
Abstract
Smac-α is a mitochondrial protein that, during apoptosis, is translocated to the cytoplasm, where it negatively regulates members of the inhibitor of apoptosis (IAP) family via the IAP-binding motif (IBM) contained within its amino-terminus. Here, we describe a new alternative splice variant from Smac gene, which we have named Smac-ε. Smac-ε lacks both an IBM and a mitochondrial-targeting signal (MTS) element. Smac-ε mRNA exhibits a tissue-specific expression pattern in healthy human tissues as well as in several cancer cell lines. The steady-state levels of endogenous Smac-ε protein is regulated by the proteasomal pathway. When ectopically expressed, this isoform presents a cytosolic localization and is unable to associate with or to regulate the expression of X-linked Inhibitor of apoptosis protein, the best-studied member of IAP family. Nevertheless, over-expression of Smac-ε increases mammosphere formation. Whole genome expression analyses from these mammospheres show activation of several pro-survival and growth pathways, including Estrogen-Receptor signaling. In conclusion, our results support the functionality of this new Smac isoform.
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Affiliation(s)
- Gustavo U Martinez-Ruiz
- Functional Cancer Genomics Laboratory, National Institute of Genomic Medicine Periférico Sur 4809, Col. Arenal Tepepan, Tlalpan 14610, Mexico
| | - Georgina Victoria-Acosta
- Functional Cancer Genomics Laboratory, National Institute of Genomic Medicine Periférico Sur 4809, Col. Arenal Tepepan, Tlalpan 14610, Mexico
| | - Karla I Vazquez-Santillan
- Functional Cancer Genomics Laboratory, National Institute of Genomic Medicine Periférico Sur 4809, Col. Arenal Tepepan, Tlalpan 14610, Mexico
| | - Luis Jimenez-Hernandez
- Functional Cancer Genomics Laboratory, National Institute of Genomic Medicine Periférico Sur 4809, Col. Arenal Tepepan, Tlalpan 14610, Mexico
| | - Laura Muñoz-Galindo
- Functional Cancer Genomics Laboratory, National Institute of Genomic Medicine Periférico Sur 4809, Col. Arenal Tepepan, Tlalpan 14610, Mexico
| | - Gisela Ceballos-Cancino
- Functional Cancer Genomics Laboratory, National Institute of Genomic Medicine Periférico Sur 4809, Col. Arenal Tepepan, Tlalpan 14610, Mexico
| | - Vilma Maldonado
- Functional Cancer Genomics Laboratory, National Institute of Genomic Medicine Periférico Sur 4809, Col. Arenal Tepepan, Tlalpan 14610, Mexico
| | - Jorge Melendez-Zajgla
- Functional Cancer Genomics Laboratory, National Institute of Genomic Medicine Periférico Sur 4809, Col. Arenal Tepepan, Tlalpan 14610, Mexico
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Salazar-Olivo LA, Mejia-Elizondo R, Alonso-Castro AJ, Ponce-Noyola P, Maldonado-Lagunas V, Melendez-Zajgla J, Saavedra-Alanis VM. SerpinA3g participates in the antiadipogenesis and insulin-resistance induced by tumor necrosis factor-α in 3T3-F442A cells. Cytokine 2014; 69:180-8. [PMID: 24973688 DOI: 10.1016/j.cyto.2014.05.025] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2014] [Revised: 05/09/2014] [Accepted: 05/30/2014] [Indexed: 01/20/2023]
Abstract
Tumor necrosis factor alpha (TNF-α) is a proven modulator of adipose metabolism, but the mechanisms by which this cytokine affects the development and function of adipose tissue have not been fully elucidated to date. Using differential display analysis, in this study, we demonstrate that gene expression of the serine protease inhibitor A3g (SerpinA3g) is specifically induced in 3T3-F442A preadipocytes by TNF-α but not by other adipogenic inhibitors, such as retinoic acid (RA) or transforming growth factor type beta (TGF-β). The specific induction of SerpinA3g by TNF-α was confirmed by RT-PCR in both preadipose and terminally differentiated 3T3-F442A cells. The knockdown of SerpinA3g using small interfering RNA prevented the antiadipogenesis elicited by TNF-α in 3T3-F442A cells but not the antiadipogenesis induced by RA or TGF-β. SerpinA3g-silenced 3T3-F442A cells also did not display TNF-α-induced insulin resistance. Our results demonstrate that SerpinA3g is specifically induced by TNF-α in 3T3-F442A cells, regardless of their stage of differentiation, and participates in the antiadipogenesis and insulin resistance induced by this cytokine. Our results suggest that SerpinA3g plays a role in the TNF-α modulation of adipose tissue development and metabolism. Additional studies are warranted regarding the mechanisms mediating adipose SerpinA3g effects.
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Affiliation(s)
- Luis A Salazar-Olivo
- Instituto Potosino de Investigación Científica y Tecnológica, Molecular Biology Division, San Luis Potosí, México.
| | - Rebeca Mejia-Elizondo
- Instituto Potosino de Investigación Científica y Tecnológica, Molecular Biology Division, San Luis Potosí, México
| | - Angel Josabad Alonso-Castro
- Instituto Potosino de Investigación Científica y Tecnológica, Molecular Biology Division, San Luis Potosí, México
| | - Patricia Ponce-Noyola
- Universidad de Guanajuato, Department of Biology, Division of Natural and Exact Sciences, Guanajuato, México
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Ojesina AI, Lichtenstein L, Freeman SS, Pedamallu CS, Imaz-Rosshandler I, Pugh TJ, Cherniack AD, Ambrogio L, Cibulskis K, Bertelsen B, Romero-Cordoba S, Treviño V, Vazquez-Santillan K, Guadarrama AS, Wright AA, Rosenberg MW, Duke F, Kaplan B, Wang R, Nickerson E, Walline HM, Lawrence MS, Stewart C, Carter SL, McKenna A, Rodriguez-Sanchez IP, Espinosa-Castilla M, Woie K, Bjorge L, Wik E, Halle MK, Hoivik EA, Krakstad C, Gabiño NB, Gómez-Macías GS, Valdez-Chapa LD, Garza-Rodríguez ML, Maytorena G, Vazquez J, Rodea C, Cravioto A, Cortes ML, Greulich H, Crum CP, Neuberg DS, Hidalgo-Miranda A, Escareno CR, Akslen LA, Carey TE, Vintermyr OK, Gabriel SB, Barrera-Saldaña HA, Melendez-Zajgla J, Getz G, Salvesen HB, Meyerson M. Landscape of genomic alterations in cervical carcinomas. Nature 2013; 506:371-5. [PMID: 24390348 DOI: 10.1038/nature12881] [Citation(s) in RCA: 599] [Impact Index Per Article: 54.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2012] [Accepted: 11/13/2013] [Indexed: 12/14/2022]
Abstract
Cervical cancer is responsible for 10-15% of cancer-related deaths in women worldwide. The aetiological role of infection with high-risk human papilloma viruses (HPVs) in cervical carcinomas is well established. Previous studies have also implicated somatic mutations in PIK3CA, PTEN, TP53, STK11 and KRAS as well as several copy-number alterations in the pathogenesis of cervical carcinomas. Here we report whole-exome sequencing analysis of 115 cervical carcinoma-normal paired samples, transcriptome sequencing of 79 cases and whole-genome sequencing of 14 tumour-normal pairs. Previously unknown somatic mutations in 79 primary squamous cell carcinomas include recurrent E322K substitutions in the MAPK1 gene (8%), inactivating mutations in the HLA-B gene (9%), and mutations in EP300 (16%), FBXW7 (15%), NFE2L2 (4%), TP53 (5%) and ERBB2 (6%). We also observe somatic ELF3 (13%) and CBFB (8%) mutations in 24 adenocarcinomas. Squamous cell carcinomas have higher frequencies of somatic nucleotide substitutions occurring at cytosines preceded by thymines (Tp*C sites) than adenocarcinomas. Gene expression levels at HPV integration sites were statistically significantly higher in tumours with HPV integration compared with expression of the same genes in tumours without viral integration at the same site. These data demonstrate several recurrent genomic alterations in cervical carcinomas that suggest new strategies to combat this disease.
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Affiliation(s)
- Akinyemi I Ojesina
- 1] Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA [2] The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA [3]
| | - Lee Lichtenstein
- 1] The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA [2]
| | - Samuel S Freeman
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Chandra Sekhar Pedamallu
- 1] Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA [2] The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | | | - Trevor J Pugh
- 1] Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA [2] The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Andrew D Cherniack
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Lauren Ambrogio
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Kristian Cibulskis
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Bjørn Bertelsen
- Department of Pathology, Haukeland University Hospital, N5021 Bergen, Norway
| | | | | | | | | | - Alexi A Wright
- 1] Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA [2] Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA
| | - Mara W Rosenberg
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Fujiko Duke
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA
| | - Bethany Kaplan
- 1] Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA [2] The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Rui Wang
- 1] Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA [2] Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Elizabeth Nickerson
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Heather M Walline
- Cancer Biology Program, Program in the Biomedical Sciences, Rackham Graduate School, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Michael S Lawrence
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Chip Stewart
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Scott L Carter
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Aaron McKenna
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Iram P Rodriguez-Sanchez
- Facultad de Medicina y Hospital Universitario 'Dr. José Eluterio González' de la Universidad Autónoma de Nuevo León, Monterrey, Nuevo León 64460, México
| | | | - Kathrine Woie
- Department of Obstetrics and Gynecology, Haukeland University Hospital, N5021 Bergen, Norway
| | - Line Bjorge
- 1] Department of Obstetrics and Gynecology, Haukeland University Hospital, N5021 Bergen, Norway [2] Department of Clinical Science, Centre for Cancer Biomarkers, University of Bergen, N5020 Bergen, Norway
| | - Elisabeth Wik
- 1] Department of Obstetrics and Gynecology, Haukeland University Hospital, N5021 Bergen, Norway [2] Department of Clinical Science, Centre for Cancer Biomarkers, University of Bergen, N5020 Bergen, Norway
| | - Mari K Halle
- 1] Department of Obstetrics and Gynecology, Haukeland University Hospital, N5021 Bergen, Norway [2] Department of Clinical Science, Centre for Cancer Biomarkers, University of Bergen, N5020 Bergen, Norway
| | - Erling A Hoivik
- 1] Department of Obstetrics and Gynecology, Haukeland University Hospital, N5021 Bergen, Norway [2] Department of Clinical Science, Centre for Cancer Biomarkers, University of Bergen, N5020 Bergen, Norway
| | - Camilla Krakstad
- 1] Department of Obstetrics and Gynecology, Haukeland University Hospital, N5021 Bergen, Norway [2] Department of Clinical Science, Centre for Cancer Biomarkers, University of Bergen, N5020 Bergen, Norway
| | | | - Gabriela Sofia Gómez-Macías
- Facultad de Medicina y Hospital Universitario 'Dr. José Eluterio González' de la Universidad Autónoma de Nuevo León, Monterrey, Nuevo León 64460, México
| | - Lezmes D Valdez-Chapa
- Facultad de Medicina y Hospital Universitario 'Dr. José Eluterio González' de la Universidad Autónoma de Nuevo León, Monterrey, Nuevo León 64460, México
| | - María Lourdes Garza-Rodríguez
- Facultad de Medicina y Hospital Universitario 'Dr. José Eluterio González' de la Universidad Autónoma de Nuevo León, Monterrey, Nuevo León 64460, México
| | | | - Jorge Vazquez
- Instituto Mexicano del Seguro Social, Mexico City 06720, Mexico
| | - Carlos Rodea
- Instituto Mexicano del Seguro Social, Mexico City 06720, Mexico
| | - Adrian Cravioto
- Instituto Mexicano del Seguro Social, Mexico City 06720, Mexico
| | - Maria L Cortes
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Heidi Greulich
- 1] Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA [2] The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA [3] Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA
| | - Christopher P Crum
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA
| | - Donna S Neuberg
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA
| | | | - Claudia Rangel Escareno
- 1] Instituto Nacional de Medicina Genomica, Mexico City 14610, Mexico [2] Claremont Graduate University, Claremont, California 91711, USA
| | - Lars A Akslen
- 1] Department of Pathology, Haukeland University Hospital, N5021 Bergen, Norway [2] Centre for Cancer Biomarkers, Department of Clinical Medicine, University of Bergen, N5020 Bergen, Norway
| | - Thomas E Carey
- Head and Neck Oncology Program and Department of Otolaryngology, University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan 38109, USA
| | - Olav K Vintermyr
- 1] Department of Pathology, Haukeland University Hospital, N5021 Bergen, Norway [2] Centre for Cancer Biomarkers, Department of Clinical Medicine, University of Bergen, N5020 Bergen, Norway
| | - Stacey B Gabriel
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA
| | - Hugo A Barrera-Saldaña
- Facultad de Medicina y Hospital Universitario 'Dr. José Eluterio González' de la Universidad Autónoma de Nuevo León, Monterrey, Nuevo León 64460, México
| | | | - Gad Getz
- 1] The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA [2] Massachusetts General Hospital Cancer Center and Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA
| | - Helga B Salvesen
- 1] Department of Obstetrics and Gynecology, Haukeland University Hospital, N5021 Bergen, Norway [2] Department of Clinical Science, Centre for Cancer Biomarkers, University of Bergen, N5020 Bergen, Norway [3]
| | - Matthew Meyerson
- 1] Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA [2] The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142, USA [3] Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA [4]
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Pruefer FG, Lizarraga F, Maldonado V, Melendez-Zajgla J. Participation of Omi Htra2 Serine-Protease Activity in the Apoptosis Induced by Cisplatin on SW480 Colon Cancer Cells. J Chemother 2013; 20:348-54. [DOI: 10.1179/joc.2008.20.3.348] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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Lawrence MS, Stojanov P, Polak P, Kryukov GV, Cibulskis K, Sivachenko A, Carter SL, Stewart C, Mermel CH, Roberts SA, Kiezun A, Hammerman PS, McKenna A, Drier Y, Zou L, Ramos AH, Pugh TJ, Stransky N, Helman E, Kim J, Sougnez C, Ambrogio L, Nickerson E, Shefler E, Cortés ML, Auclair D, Saksena G, Voet D, Noble M, DiCara D, Lin P, Lichtenstein L, Heiman DI, Fennell T, Imielinski M, Hernandez B, Hodis E, Baca S, Dulak AM, Lohr J, Landau DA, Wu CJ, Melendez-Zajgla J, Hidalgo-Miranda A, Koren A, McCarroll SA, Mora J, Crompton B, Onofrio R, Parkin M, Winckler W, Ardlie K, Gabriel SB, Roberts CWM, Biegel JA, Stegmaier K, Bass AJ, Garraway LA, Meyerson M, Golub TR, Gordenin DA, Sunyaev S, Lander ES, Getz G. Mutational heterogeneity in cancer and the search for new cancer-associated genes. Nature 2013. [PMID: 23770567 DOI: 10.1038/nature12213.] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Major international projects are underway that are aimed at creating a comprehensive catalogue of all the genes responsible for the initiation and progression of cancer. These studies involve the sequencing of matched tumour-normal samples followed by mathematical analysis to identify those genes in which mutations occur more frequently than expected by random chance. Here we describe a fundamental problem with cancer genome studies: as the sample size increases, the list of putatively significant genes produced by current analytical methods burgeons into the hundreds. The list includes many implausible genes (such as those encoding olfactory receptors and the muscle protein titin), suggesting extensive false-positive findings that overshadow true driver events. We show that this problem stems largely from mutational heterogeneity and provide a novel analytical methodology, MutSigCV, for resolving the problem. We apply MutSigCV to exome sequences from 3,083 tumour-normal pairs and discover extraordinary variation in mutation frequency and spectrum within cancer types, which sheds light on mutational processes and disease aetiology, and in mutation frequency across the genome, which is strongly correlated with DNA replication timing and also with transcriptional activity. By incorporating mutational heterogeneity into the analyses, MutSigCV is able to eliminate most of the apparent artefactual findings and enable the identification of genes truly associated with cancer.
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Affiliation(s)
| | - Petar Stojanov
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Dana-Farber Cancer Institute, Boston, MA, 02215, USA
| | - Paz Polak
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Harvard Medical School, Boston, MA, 02115, USA.,Brigham and Women's Hospital, Boston, MA, 02115, USA
| | - Gregory V Kryukov
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Harvard Medical School, Boston, MA, 02115, USA.,Brigham and Women's Hospital, Boston, MA, 02115, USA
| | | | | | - Scott L Carter
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Chip Stewart
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Craig H Mermel
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Steven A Roberts
- Laboratory of Molecular Genetics, National Institute of Environmental Health Sciences, NIH, DHHS, Durham, NC 27709, USA
| | - Adam Kiezun
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Peter S Hammerman
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Dana-Farber Cancer Institute, Boston, MA, 02215, USA
| | - Aaron McKenna
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Genome Sciences, University of Washington, Seattle, WA 98195
| | - Yotam Drier
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Harvard Medical School, Boston, MA, 02115, USA.,Massachusetts General Hospital, Boston, MA, 02114, USA.,Howard Hughes Medical Institute, Chevy Chase, MD, 20815, USA.,Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, 76100, Israel
| | - Lihua Zou
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Alex H Ramos
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Trevor J Pugh
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Dana-Farber Cancer Institute, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | - Nicolas Stransky
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Elena Helman
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Jaegil Kim
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Carrie Sougnez
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Lauren Ambrogio
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | | | - Erica Shefler
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Maria L Cortés
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Daniel Auclair
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Gordon Saksena
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Douglas Voet
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Michael Noble
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Daniel DiCara
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Pei Lin
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Lee Lichtenstein
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - David I Heiman
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Timothy Fennell
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Marcin Imielinski
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Bryan Hernandez
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Eran Hodis
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Dana-Farber Cancer Institute, Boston, MA, 02215, USA
| | - Sylvan Baca
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Dana-Farber Cancer Institute, Boston, MA, 02215, USA
| | - Austin M Dulak
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Dana-Farber Cancer Institute, Boston, MA, 02215, USA
| | - Jens Lohr
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Dana-Farber Cancer Institute, Boston, MA, 02215, USA
| | - Dan-Avi Landau
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Dana-Farber Cancer Institute, Boston, MA, 02215, USA.,Yale Cancer Center, Department of Hematology, New Haven, CT
| | - Catherine J Wu
- Dana-Farber Cancer Institute, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | | | | | - Amnon Koren
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | - Steven A McCarroll
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | - Jaume Mora
- Department of Pediatric Oncology, Hospital Sant Joan de Déu, Barcelona, Spain
| | - Brian Crompton
- Dana-Farber Cancer Institute, Boston, MA, 02215, USA.,Boston Children's Hospital, Boston, MA, 02115, USA
| | - Robert Onofrio
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Melissa Parkin
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Wendy Winckler
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Kristin Ardlie
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Stacey B Gabriel
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA
| | - Charles W M Roberts
- Dana-Farber Cancer Institute, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, 02115, USA.,Boston Children's Hospital, Boston, MA, 02115, USA
| | | | - Kimberly Stegmaier
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Dana-Farber Cancer Institute, Boston, MA, 02215, USA.,Boston Children's Hospital, Boston, MA, 02115, USA
| | - Adam J Bass
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Dana-Farber Cancer Institute, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | - Levi A Garraway
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Dana-Farber Cancer Institute, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | - Matthew Meyerson
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Dana-Farber Cancer Institute, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | - Todd R Golub
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Dana-Farber Cancer Institute, Boston, MA, 02215, USA.,Harvard Medical School, Boston, MA, 02115, USA.,Howard Hughes Medical Institute, Chevy Chase, MD, 20815, USA
| | - Dmitry A Gordenin
- Laboratory of Molecular Genetics, National Institute of Environmental Health Sciences, NIH, DHHS, Durham, NC 27709, USA
| | - Shamil Sunyaev
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Harvard Medical School, Boston, MA, 02115, USA.,Brigham and Women's Hospital, Boston, MA, 02115, USA
| | - Eric S Lander
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Harvard Medical School, Boston, MA, 02115, USA.,Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Gad Getz
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02141, USA.,Massachusetts General Hospital, Boston, MA, 02114, USA
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Ojesina AI, Lichtenstein L, Ambrogio L, Cibulskis K, Freeman S, Pedamallu CS, Bertelsen B, Imaz I, Vazquez K, Salido Guadarrama A, Treviño V, Romero-Cordoba S, Duke F, Kaplan B, Rodriguez I, Espinosa Castilla M, Woie K, Bjorge L, Wik E, Halle MK, Høivik E, Krakstad C, Gómez Macías G, de Lourdes Garza Rodríguez M, Vazquez J, Rodea C, Cravioto A, Cortes ML, Greulich H, Crum CP, Akslen L, Barrera Saldaña H, Melendez-Zajgla J, Getz G, Salvesen HB, Meyerson ML. Abstract 4604: Landscape of human and viral genomic alterations in cervical carcinomas. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-4604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Cervical cancer is a major public health problem worldwide. The etiological role of human papilloma virus (HPV) infections in cervical cancer is well established. However, HPV infection is insufficient to account for the development of cervical cancers because only 2 % of women infected with HPV eventually develop invasive carcinomas. We have therefore initiated a large scale sequencing effort to provide comprehensive data on the global landscape of genomic aberrations and HPV variants that contribute to cervical cancer. Methods: We have carried out comprehensive whole exome sequencing analyses on 120 tumor-normal paired samples from Mexico and Norway. We also carried out transcriptome and whole genome sequencing analyses on a subset of the patients (81 and 14 individuals respectively). Results: The aggregate mutation rate across the dataset was 3.8 per megabase (Mb), with the most common mutations being C to T/G in the Tp*C dinucleotide context, at a rate of 15 mutations per Mb. In all, 18,037 mutations were found across the entire dataset, including 11,536 missense, 984 nonsense, 4691 silent, 231 splice site, 32 translation start site mutations, as well 443 deletions and 142 insertions. MutSig analyses to identify genes that were mutated at statistically significant frequencies across our dataset revealed 11 genes to be recurrently mutated with a false discovery rate of q<0.1 after correction for multiple hypothesis testing (and RNASeq-based evidence of robust gene expression). The most significantly mutated genes encode for members of the PIK3CA/PTEN and RAS/RAF/MAPK signaling pathways, as well as the major histocompatibility complex (MHC). We have also uncovered novel patterns of HPV transcript abundance and sites of recurrent HPV integration in cell cycle related genes. In addition, our whole genome sequencing data suggests that HPV-negative p53-mutant tumors harbor high frequencies of genomic rearrangements. Conclusion: The comprehensive catalogue of genomic alterations provided by this project reveals potential novel therapeutic targets in cervical carcinomas. Our data also sets the stage for improving diagnostic and preventive strategies, especially in resource-limited settings with the highest incidence of cervical cancer.
Citation Format: Akinyemi I. Ojesina, Lee Lichtenstein, Lauren Ambrogio, Kristian Cibulskis, Samuel Freeman, Chandra Sekhar Pedamallu, Bjørn Bertelsen, Ivan Imaz, Karla Vazquez, Alberto Salido Guadarrama, Victor Treviño, Sandra Romero-Cordoba, Fujiko Duke, Bethany Kaplan, Iram Rodriguez, Magali Espinosa Castilla, Katherine Woie, Line Bjorge, Elisabeth Wik, Mari K. Halle, Erling Høivik, Camilla Krakstad, Gabriela Gómez Macías, María de Lourdes Garza Rodríguez, Jorge Vazquez, Carlos Rodea, Adrian Cravioto, Maria L. Cortes, Heidi Greulich, Christopher P. Crum, Lars Akslen, Hugo Barrera Saldaña, Jorge Melendez-Zajgla, Gad Getz, Helga B. Salvesen, Matthew L. Meyerson. Landscape of human and viral genomic alterations in cervical carcinomas. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 4604. doi:10.1158/1538-7445.AM2013-4604
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Affiliation(s)
| | | | | | | | | | | | | | - Ivan Imaz
- 4Instituto Nacional de Medicina Genomica, Mexico City, Mexico
| | - Karla Vazquez
- 4Instituto Nacional de Medicina Genomica, Mexico City, Mexico
| | | | - Victor Treviño
- 5Instituto Tecnológico y de Estudios Superiores, Monterrey, Mexico
| | | | | | | | - Iram Rodriguez
- 7Universidad Autónoma de Nuevo León, Monterrey, Mexico
| | | | | | - Line Bjorge
- 3Haukeland University Hospital, Bergen, Norway
| | | | | | | | | | | | | | | | - Carlos Rodea
- 9Centro Medico Nacional SXXI, Mexico City, Mexico
| | | | | | - Heidi Greulich
- 1Dana-Farber Cancer Institute/Broad Institute, Cambridge, MA
| | | | - Lars Akslen
- 3Haukeland University Hospital, Bergen, Norway
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