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1.
Hum Genomics ; 17(1): 68, 2023 07 24.
Artículo en Inglés | MEDLINE | ID: mdl-37488607

RESUMEN

Three and a half years after the pandemic outbreak, now that WHO has formally declared that the emergency is over, COVID-19 is still a significant global issue. Here, we focus on recent developments in genetic and genomic research on COVID-19, and we give an outlook on state-of-the-art therapeutical approaches, as the pandemic is gradually transitioning to an endemic situation. The sequencing and characterization of rare alleles in different populations has made it possible to identify numerous genes that affect either susceptibility to COVID-19 or the severity of the disease. These findings provide a beginning to new avenues and pan-ethnic therapeutic approaches, as well as to potential genetic screening protocols. The causative virus, SARS-CoV-2, is still in the spotlight, but novel threatening virus could appear anywhere at any time. Therefore, continued vigilance and further research is warranted. We also note emphatically that to prevent future pandemics and other world-wide health crises, it is imperative to capitalize on what we have learnt from COVID-19: specifically, regarding its origins, the world's response, and insufficient preparedness. This requires unprecedented international collaboration and timely data sharing for the coordination of effective response and the rapid implementation of containment measures.


Asunto(s)
COVID-19 , Humanos , COVID-19/terapia , SARS-CoV-2/genética , Evolución Molecular , Estudio de Asociación del Genoma Completo , Genómica
2.
Hum Genomics ; 16(1): 19, 2022 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-35650595

RESUMEN

COVID-19, which is caused by the SARS-CoV-2, has ravaged the world for the past 2 years. Here, we review the current state of research into the disease with focus on its history, human genetics and genomics and the transition from the pandemic to the endemic phase. We are particularly concerned by the lack of solid information from the initial phases of the pandemic that highlighted the necessity for better preparation to face similar future threats. On the other hand, we are gratified by the progress into human genetic susceptibility investigations and we believe now is the time to explore the transition from the pandemic to the endemic phase. The latter will require worldwide vigilance and cooperation, especially in emerging countries. In the transition to the endemic phase, vaccination rates have lagged and developed countries should assist, as warranted, in bolstering vaccination rates worldwide. We also discuss the current status of vaccines and the outlook for COVID-19.


Asunto(s)
COVID-19 , Gripe Humana , Humanos , Pandemias/prevención & control , SARS-CoV-2
3.
Cell ; 135(7): 1299-310, 2008 Dec 26.
Artículo en Inglés | MEDLINE | ID: mdl-19109898

RESUMEN

Rats have important advantages over mice as an experimental system for physiological and pharmacological investigations. The lack of rat embryonic stem (ES) cells has restricted the availability of transgenic technologies to create genetic models in this species. Here, we show that rat ES cells can be efficiently derived, propagated, and genetically manipulated in the presence of small molecules that specifically inhibit GSK3, MEK, and FGF receptor tyrosine kinases. These rat ES cells express pluripotency markers and retain the capacity to differentiate into derivatives of all three germ layers. Most importantly, they can produce high rates of chimerism when reintroduced into early stage embryos and can transmit through the germline. Establishment of authentic rat ES cells will make possible sophisticated genetic manipulation to create models for the study of human diseases.


Asunto(s)
Blastocisto/citología , Células Madre Embrionarias/citología , Animales , Técnicas de Cultivo de Célula , Diferenciación Celular , Quimera , Epigénesis Genética , Femenino , Factores de Crecimiento de Fibroblastos/antagonistas & inhibidores , Glucógeno Sintasa Quinasas/antagonistas & inhibidores , Masculino , Quinasas de Proteína Quinasa Activadas por Mitógenos/antagonistas & inhibidores , Ratas , Ratas Endogámicas , Transducción de Señal
4.
Hum Genomics ; 15(1): 27, 2021 05 10.
Artículo en Inglés | MEDLINE | ID: mdl-33966626

RESUMEN

COVID-19 has engulfed the world and it will accompany us all for some time to come. Here, we review the current state at the milestone of 1 year into the pandemic, as declared by the WHO (World Health Organization). We review several aspects of the on-going pandemic, focusing first on two major topics: viral variants and the human genetic susceptibility to disease severity. We then consider recent and exciting new developments in therapeutics, such as monoclonal antibodies, and in prevention strategies, such as vaccines. We also briefly discuss how advances in basic science and in biotechnology, under the threat of a worldwide emergency, have accelerated to an unprecedented degree of the transition from the laboratory to clinical applications. While every day we acquire more and more tools to deal with the on-going pandemic, we are aware that the path will be arduous and it will require all of us being community-minded. In this respect, we lament past delays in timely full investigations, and we call for bypassing local politics in the interest of humankind on all continents.


Asunto(s)
COVID-19/genética , COVID-19/virología , Pandemias , Anticuerpos Monoclonales/uso terapéutico , COVID-19/prevención & control , COVID-19/terapia , Vacunas contra la COVID-19/administración & dosificación , Vacunas contra la COVID-19/inmunología , Predisposición Genética a la Enfermedad , Política de Salud , Humanos , Salud Poblacional , SARS-CoV-2 , Vacunas Sintéticas/administración & dosificación , Vacunas Sintéticas/inmunología , Vacunas de ARNm
5.
Hum Genomics ; 14(1): 47, 2020 12 22.
Artículo en Inglés | MEDLINE | ID: mdl-33353565

RESUMEN

It is crucial to use the wealth of information emerging from the ongoing SARS-CoV-2 pandemic and confront COVID-19 with a rational approach. There are proactive steps to prevent and fight COVID-19. Management of the disease should be according to clinical features and laboratory test markers and personalized therapeutic targets.


Asunto(s)
COVID-19/prevención & control , Medicina de Precisión/métodos , SARS-CoV-2/aislamiento & purificación , COVID-19/epidemiología , COVID-19/virología , Humanos , Pandemias , SARS-CoV-2/fisiología
6.
Hum Genomics ; 14(1): 48, 2020 12 23.
Artículo en Inglés | MEDLINE | ID: mdl-33357238

RESUMEN

The COVID-19 pandemic is sweeping the world and will feature prominently in all our lives for months and most likely for years to come. We review here the current state 6 months into the declared pandemic. Specifically, we examine the role of the pathogen, the host and the environment along with the possible role of diabetes. We also firmly believe that the pandemic has shown an extraordinary light on national and international politicians whom we should hold to account as performance has been uneven. We also call explicitly on competent leadership of international organizations, specifically the WHO, UN and EU, informed by science. Finally, we also condense successful strategies for dealing with the current COVID-19 pandemic in democratic countries into a developing pandemic playbook and chart a way forward into the future. This is useful in the current COVID-19 pandemic and, we hope, in a very distant future again when another pandemic might arise.


Asunto(s)
COVID-19/prevención & control , Salud Pública/métodos , SARS-CoV-2/aislamiento & purificación , COVID-19/epidemiología , COVID-19/virología , Atención a la Salud/métodos , Humanos , Liderazgo , Pandemias , Política , Vigilancia de la Población/métodos , SARS-CoV-2/fisiología
7.
Acta Haematol ; 141(2): 119-127, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30726835

RESUMEN

BACKGROUND: The WHO defined myeloid and lymphoid neoplasms (MLN) with eosinophilia associated with PDGFRB, PDGFRA, FGFR1 rearrangements as a new entity in 2016. PDGFRB-rearranged MLN sensitive to imatinib were described in adult patients. We report the first pediatric patient with PDGFRB-rearranged myeloproliferative disorder associated with T-lymphoblastic lymphoma bearing the t(5; 14)(q33;q32) translocation who was successfully treated with imatinib only. Methods/Aims: Analysis of bone marrow and peripheral blood cells by fluorescent in situ hybridization identified the PDGFRB partner as CCDC88C. Whole genome sequencing of the patient's DNA identified the exact junction site, confirmed by PCR amplification and Sanger sequencing. A real-time quantitative PCR assay was designed to quantify the fused CCDC88C-PDGFRB product. RESULTS: A 2.5-year-old boy was diagnosed with myeloproliferative disorder and eosinophilia associated with lymphoblastic lymphoma both bearing the CCDC88C-PDGFRB fusion. Imatinib therapy resulted in rapid clinical, hematological, and cytogenetic response. Molecular response to treatment was monitored by a real-time PCR assay specific for the CCDC88C- PDGFRB fusion. CONCLUSION: This is the first description of MLN with eosinophilia in the pediatric age group. Response to treatment with imatinib only was monitored by specific quantitative PCR assay with sustained remission lasting 5.5 years from diagnosis.


Asunto(s)
Mesilato de Imatinib/uso terapéutico , Péptidos y Proteínas de Señalización Intracelular/genética , Proteínas de Microfilamentos/genética , Trastornos Mieloproliferativos/tratamiento farmacológico , Proteínas de Fusión Oncogénica/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamiento farmacológico , Inhibidores de Proteínas Quinasas/uso terapéutico , Receptor beta de Factor de Crecimiento Derivado de Plaquetas/genética , Secuencia de Bases , Preescolar , Humanos , Hibridación Fluorescente in Situ , Cariotipo , Masculino , Trastornos Mieloproliferativos/complicaciones , Trastornos Mieloproliferativos/diagnóstico , Leucemia-Linfoma Linfoblástico de Células Precursoras/complicaciones , Leucemia-Linfoma Linfoblástico de Células Precursoras/diagnóstico , Secuenciación Completa del Genoma
8.
BMC Genomics ; 17: 56, 2016 Jan 14.
Artículo en Inglés | MEDLINE | ID: mdl-26768750

RESUMEN

BACKGROUND: The genetic mechanisms underlying hemangioblastoma development are still largely unknown. We used high-resolution single nucleotide polymorphism microarrays and droplet digital PCR analysis to detect copy number variations (CNVs) in total of 45 hemangioblastoma tumors. RESULTS: We identified 94 CNVs with a median of 18 CNVs per sample. The most frequently gained regions were on chromosomes 1 (p36.32) and 7 (p11.2). These regions contain the EGFR and PRDM16 genes. Recurrent losses were located at chromosome 12 (q24.13), which includes the gene PTPN11. CONCLUSIONS: Our findings provide the first high-resolution genome-wide view of chromosomal changes in hemangioblastoma and identify 23 candidate genes: EGFR, PRDM16, PTPN11, HOXD11, HOXD13, FLT3, PTCH, FGFR1, FOXP1, GPC3, HOXC13, HOXC11, MKL1, CHEK2, IRF4, GPHN, IKZF1, RB1, HOXA9, and micro RNA, such as hsa-mir-196a-2 for hemangioblastoma pathogenesis. Furthermore, our data implicate that cell proliferation and angiogenesis promoting pathways may be involved in the molecular pathogenesis of hemangioblastoma.


Asunto(s)
Variaciones en el Número de Copia de ADN/genética , Hemangioblastoma/genética , Pérdida de Heterocigocidad/genética , Proteínas de Neoplasias/genética , Adulto , Anciano , Proliferación Celular/genética , Aberraciones Cromosómicas , Femenino , Estudios de Asociación Genética , Hemangioblastoma/patología , Humanos , Masculino , MicroARNs/genética , Persona de Mediana Edad , Análisis de Secuencia por Matrices de Oligonucleótidos , Reacción en Cadena de la Polimerasa/métodos , Polimorfismo de Nucleótido Simple/genética , Transducción de Señal/genética
9.
Hum Genomics ; 9: 29, 2015 Nov 04.
Artículo en Inglés | MEDLINE | ID: mdl-26537019

RESUMEN

This opinion piece focuses on the convergence of information technology (IT) in the form of personal monitors, especially smart phones and possibly also smart watches, individual genomic information and preventive healthcare and medicine. This may benefit each one of us not only individually but also society as a whole through iPH (individualized preventive healthcare). This shift driven by genomic and other technologies may well also change the relationship between patient and physician by empowering the former but giving him/her also much more individual responsibility.


Asunto(s)
Genoma Humano , Genómica , Medicina de Precisión/métodos , Educación Médica , Humanos , Medicina de Precisión/economía , Servicios Preventivos de Salud/economía , Servicios Preventivos de Salud/métodos
11.
Hum Genomics ; 8: 10, 2014 Jun 30.
Artículo en Inglés | MEDLINE | ID: mdl-24980480

RESUMEN

BACKGROUND: Schwannomas are the most common neurofibromatosis type 2 (NF2)-associated tumors with significant phenotypic heterogeneity in patients. The most severe subtype has an early and rapid progression and the mild type has a later onset and a less aggressive course. The aim of this study was to elucidate the underlying molecular differences between these groups. We compared the gene expression pattern between patients with early to late age of onset. RESULTS: A gene signature of 21 genes was constructed to differentiate between early-onset and late-onset patients. We confirmed these results by real-time PCR for SNF1LK2, NGFRAP1L1 (BEX 5), GMNN, and EPHA2. CONCLUSION: Genes identified here may be additional aberrations in merlin-depleted cells that govern the disease onset. A significant number of these genes have been suggested as having a role in carcinogenesis and are used as biomarkers for prognosis in several other cancers. The role of these genes in NF2 carcinogenesis and their potential as biomarkers or drug target are worthwhile exploring.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Neurofibromatosis 2/metabolismo , Transcriptoma , Adolescente , Adulto , Factores de Edad , Anciano , Biomarcadores de Tumor/genética , Niño , Perfilación de la Expresión Génica , Humanos , Persona de Mediana Edad , Terapia Molecular Dirigida , Neurofibromatosis 2/diagnóstico , Neurofibromatosis 2/genética
12.
Future Oncol ; 11(12): 1751-8, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26075443

RESUMEN

AIM: Neurofibromatosis type 2 (NF2)-associated vestibular schwannomas have variable size at presentation which presents a unique challenge in NF2 patient management. Therefore, we investigated the molecular signature characteristic of the differences in size for improved individualized precise therapy. MATERIALS & METHODS: RNA expression analysis was performed on 15 small and 27 large NF2-associated vestibular schwannoma tumors using a microarray analyzing over 47,000 transcripts. RESULTS: A signature of 11 genes was found to be correlated with NF2 tumor size. CONCLUSION: We have identified the genetic hallmark that differentiates large NF2-associated tumors from smaller tumors. This is the first time that these genes have been shown to be the hallmark for NF2 tumor size.


Asunto(s)
Neurofibromatosis 2/metabolismo , Neuroma Acústico/metabolismo , Transcriptoma , Adolescente , Adulto , Femenino , Humanos , Masculino , Neurofibromatosis 2/genética , Neurofibromatosis 2/patología , Neuroma Acústico/genética , Neuroma Acústico/patología , Carga Tumoral , Adulto Joven
13.
Front Oncol ; 9: 327, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31114757

RESUMEN

Pediatric brain tumors are the most common solid tumor type and the leading cause of cancer-related death in children. The immune system plays an important role in cancer pathogenesis and in the response to immunotherapy treatments. T lymphocytes are key elements for the response of the immune system to cancer cells and have been associated with prognosis of different cancers. Neutrophils on the other hand, which secrete pro-angiogenic and anti-apoptotic factors, enhance the ability of tumor cells to grow and develop into metastases. We conducted a retrospective study of 120 pediatric brain cancer patients and 171 elective pediatric patients hospitalized in Dana Children's Hospital and Sheba Medical Center. Data on age, sex, treatment, lymphocyte, neutrophil, and monocyte count were collected from routinely performed preoperative blood tests. Neutrophil-to-lymphocyte ratio (NLR), and the lymphocyte-to-monocyte ratio (LMR) were calculated and significance was determined by paired T test. p < 0.05 was considered as statistically significant. NLR was significantly higher in the pediatric brain cancer patients. The high NLR in pediatric brain cancer patients is the result of a combination of low lymphocytes and high neutrophils. Both of these factors can have a role in cancer development and propagation and also in response to therapy.

14.
Trends Cancer ; 5(4): 200-207, 2019 04.
Artículo en Inglés | MEDLINE | ID: mdl-30961828

RESUMEN

The gut-brain axis formed by blood and lymphatic vessels paves the way for microbiota to impact the brain. Bacterial populations in the gut are a good candidate for a nongenetic factor contributing substantively to brain tumor development and to the success of therapy. Specifically, suppression of the immune system and induction of inflammation by microbiota sustain proliferative signaling, limit cell death, and induce angiogenesis as well as invasiveness. In addition, altered microbial metabolites and their levels could stimulate cell proliferation. We propose here a novel gear model connecting these complex interdisciplinary fields. Our model may impact mechanistic studies of brain cancer and better treatment outcomes through precision oncology.


Asunto(s)
Neoplasias Encefálicas/etiología , Neoplasias Encefálicas/metabolismo , Encéfalo/inmunología , Encéfalo/metabolismo , Susceptibilidad a Enfermedades , Tracto Gastrointestinal/inmunología , Tracto Gastrointestinal/metabolismo , Animales , Neoplasias Encefálicas/patología , Neoplasias Encefálicas/terapia , Transformación Celular Neoplásica , Citocinas/metabolismo , Manejo de la Enfermedad , Susceptibilidad a Enfermedades/inmunología , Tracto Gastrointestinal/microbiología , Predisposición Genética a la Enfermedad , Humanos , Sistema Inmunológico/inmunología , Sistema Inmunológico/metabolismo , Inmunomodulación , Microbiota , Medicina de Precisión
15.
Am J Respir Cell Mol Biol ; 38(2): 239-46, 2008 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-17872496

RESUMEN

Rat alveolar epithelial cells (AEC) in primary culture transdifferentiate from a type II (AT2) toward a type I (AT1) cell-like phenotype, a process that can be both prevented and reversed by keratinocyte growth factor (KGF). Microarray analysis revealed that these effects of KGF are associated with up-regulation of key molecules in the mitogen-activated protein kinase (MAPK) pathway. To further explore the role of three key MAPK (i.e., extracellular signal-related kinase [ERK] 1/2, c-Jun N-terminal kinase [JNK] and p38) in mediating effects of KGF on AEC phenotype, primary rat AEC cultivated in minimal defined serum-free medium (MDSF) were treated with KGF (10 ng/ml) from Day 4 for intervals up to 48 hours. Exposure to KGF activated all three MAPK, JNK, ERK1/2, and p38. Inhibition of JNK, but not of ERK1/2 or p38, abrogated the ability of KGF to maintain the AT2 cell phenotype, as evidenced by loss of expression of lamellar membrane protein (p180) and increased reactivity with the AT1 cell-specific monoclonal antibody VIIIB2 by Day 6 in culture. Overexpression of JNKK2, upstream kinase of JNK, increased activation of endogenous c-Jun in association with increased expression of p180 and abrogation of AQP5, suggesting that activation of c-Jun promotes retention of the AT2 cell phenotype. These results indicate that retention of the AT2 cell phenotype by KGF involves c-Jun and suggest that activation of c-Jun kinase may be an important determinant of maintenance of AT2 cell phenotype.


Asunto(s)
Diferenciación Celular/fisiología , Factor 7 de Crecimiento de Fibroblastos/fisiología , MAP Quinasa Quinasa 4/metabolismo , Alveolos Pulmonares/citología , Transducción de Señal , Animales , Western Blotting , Transdiferenciación Celular , Células Epiteliales/citología , Masculino , Microscopía Fluorescente , Análisis de Secuencia por Matrices de Oligonucleótidos , Ratas , Ratas Sprague-Dawley
18.
Oncotarget ; 7(46): 74860-74871, 2016 Nov 15.
Artículo en Inglés | MEDLINE | ID: mdl-27556862

RESUMEN

Temozolomide (TMZ) is an alkylating agent that has become the mainstay treatment of the most malignant brain cancer, glioblastoma multiforme (GBM). Unfortunately only a limited number of patients positively respond to it. It has been shown that zinc metal reestablishes chemosensitivity but this effect has not been tested with TMZ. Using both in vitro and in vivo experimental approaches, we investigated whether addition of zinc to TMZ enhances its cytotoxicity against GBM. In vitro cell viability analysis showed that the cytotoxic activity of TMZ was substantially increased with addition of zinc and this response was accompanied by an elevation of p21, PUMA, BAX and Caspase-3 expression and a decrease in growth fraction as manifested by low ki67 and lower colony formation. Analysis of GBM as intracranial xenografts in athymic mice and administration of concurrent TMZ and zinc yielded results consistent with those of the in vitro analyses. The co-treatment resulted in significant reduction in tumor volume in TMZ/zinc treated mice relative to treatment with TMZ alone. Our results suggest that zinc may serve as a potentiator of TMZ therapy in GBM patients.


Asunto(s)
Antineoplásicos Alquilantes/farmacología , Neoplasias Encefálicas/patología , Dacarbazina/análogos & derivados , Glioblastoma/patología , Zinc/farmacología , Animales , Apoptosis/efectos de los fármacos , Apoptosis/genética , Proteínas Reguladoras de la Apoptosis/genética , Proteínas Reguladoras de la Apoptosis/metabolismo , Neoplasias Encefálicas/tratamiento farmacológico , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , Caspasa 3/genética , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Supervivencia Celular/efectos de los fármacos , Supervivencia Celular/genética , Dacarbazina/farmacología , Modelos Animales de Enfermedad , Sinergismo Farmacológico , Glioblastoma/tratamiento farmacológico , Glioblastoma/genética , Glioblastoma/metabolismo , Humanos , Antígeno Ki-67/genética , Antígeno Ki-67/metabolismo , Ratones , Temozolomida , Carga Tumoral , Ensayos Antitumor por Modelo de Xenoinjerto , Proteína X Asociada a bcl-2/genética , Proteína X Asociada a bcl-2/metabolismo
19.
Brain Res Mol Brain Res ; 136(1-2): 99-103, 2005 May 20.
Artículo en Inglés | MEDLINE | ID: mdl-15893592

RESUMEN

One of the most promising applications of microarrays is class distinction through gene expression profiling as a diagnostic tool. However, as there is apparent spatial heterogeneity in the morphology of cancer cells within a tumor, it is unclear if tumor sampling can be applied and yield consistent signals. In this report, we examined six brain tumors, four glioblastoma, and two oligodendroglioma biopsies. The six brain tumor tissues from two distinct different classes were dissected in four distinct areas and gene expression was profiled using microarrays. We used hierarchical clustering to compare the variability of gene expression profiles between spatially distinct biopsies of the same tumor as compared to the variability between tumors of the same histologic group. We conclude that, in general, repeat spatially distinct samples are not needed for microarray experiments and the gene expression signatures are robust across the tumor. Predominantly, variation was much greater between samples from different patients than from the multiple samplings of given tumor. Further, we compared biopsy expression profiles to the cell lines derived from those tissues. In general, the tumor cell lines vary greatly from the parental tissues and cluster more strongly with each other than the parental tissue. We select and examine the set of genes altered in expression to allow adaptation to cell culture.


Asunto(s)
Neoplasias Encefálicas/metabolismo , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica/fisiología , Glioma/metabolismo , Neoplasias Encefálicas/genética , Línea Celular Tumoral , Glioma/clasificación , Glioma/genética , Humanos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos
20.
BMC Med Genomics ; 8: 68, 2015 Oct 22.
Artículo en Inglés | MEDLINE | ID: mdl-26493598

RESUMEN

BACKGROUND: Glioblastoma multiforme (GBM) is the most common and aggressive malignant brain tumor. Even with vigorous surgery, radiation and chemotherapy treatment, survival rates of GBM are very poor and predictive markers for prognosis are currently lacking. METHODS: We performed whole genome expression studies of 67 fresh frozen untreated GBM tumors and validated results by 210 GBM samples' expression data from The Cancer Genome Atlas. RESULTS AND DISCUSSION: Here we show that in GBM patients, high metallothionein (MT) expression is associated with poor survival whereas low MT levels correspond to good prognosis. Furthermore we show that in U87 GBM cell line, p53 is found to be in an inactive mutant-like conformation concurrently with more than 4 times higher MT3 expression level than normal astrocytes and U251GBM cell line. We then show that U87- p53 inactivity can be rescued by zinc (Zn). CONCLUSIONS: Taken together, these data suggest that MT expression may be a potential novel prognostic biomarker for GBM, and that U87 cells may be a good model for patients with non active WT p53 resulting from high levels of MTs.


Asunto(s)
Regulación Neoplásica de la Expresión Génica , Glioblastoma/diagnóstico , Glioblastoma/genética , Metalotioneína/genética , Línea Celular Tumoral , Femenino , Genómica , Glioblastoma/metabolismo , Glioblastoma/patología , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Tasa de Supervivencia , Proteína p53 Supresora de Tumor/metabolismo
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