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Taskesen, E. (author), Huisman, S.M.H. (author), Mahfouz, A.M.E.T.A. (author), Krijthe, J.H. (author), de Ridder, J. (author), van de Stolpe, A. (author), van den Akker, E.B. (author), Verhaegh, Wim (author), Reinders, M.J.T. (author)The use of genome-wide data in cancer research, for the identification of groups of patients with similar molecular characteristics, has become a standard approach for applications in therapy-response, prognosis-prediction, and drug-development. To progress in these applications, the trend is to move from single genome-wide measurements in a...journal article 2016
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Taskesen, E. (author), Reinders, M.J.T. (author)The GTEx Consortium reported that hierarchical clustering of RNA profiles from 25 unique tissue types among 1641 individuals accurately distinguished the tissue types, but a multidimensional scaling failed to generate a 2D projection of the data that separates tissue-subtypes. In this study we show that a projection by t-Distributed Stochastic...journal article 2016
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Taskesen, E. (author), Babaei, S. (author), Reinders, M.J.M. (author), De Ridder, J. (author)Background Acute Myeloid Leukemia (AML) is characterized by various cytogenetic and molecular abnormalities. Detection of these abnormalities is important in the risk-classification of patients but requires laborious experimentation. Various studies showed that gene expression profiles (GEP), and the gene signatures derived from GEP, can be used...journal article 2015
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Taskesen, E. (author), Staal, F.J.T. (author), Reinders, M.J.T. (author)Background The wingless-Int (WNT) pathway has an essential role in cell regulation of hematopoietic stem cells (HSC). For Acute Myeloid Leukemia (AML), the malignant counterpart of HSC, currently only a selective number of genes of the WNT pathway are analyzed by using either gene expression or DNA-methylation profiles for the identification of...journal article 2015
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Taskesen, E. (author), Hoogeboezem, R. (author), Delwel, R. (author), Reinders, M.J.T. (author)Probing protein-deoxyribonucleic acid (DNA) is gaining popularity as it sheds light on molecular mechanisms that regulate the expression of genes. Currently, tiling-arrays and next-generation sequencing technology can be used to measure these interactions. Both methods generate a signal over the genome in which contiguous regions of peaks on the...journal article 2013
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Taskesen, E. (author), Havermans, Marije (author), van Lom, Kirsten (author), Sanders, Mathijs (author), van Norden, Yvette (author), Bindels, Eric (author), Hoogenboezem, Remco (author), Reinders, M.J.T. (author), Valk, P.J.M. (author)Acute Myeloid Leukemia is a highly diverse disease containing many cytogenetic and molecular abnormalities. We analyzed the DNA methylation<br/>(DMP) and gene expression profiles (GEP) of 344 AML patients using an unsupervised and supervised approach. We hypothesized to better<br/>characterize the disease phenotype by combing these features as...poster 2011
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Taskesen, E. (author), Beekman, R. (author), De Ridder, J. (author), Wouters, B.J. (author), Peeters, J.K. (author), Touw, I.P. (author), Reinders, M.J.T. (author), Delwel, R. (author)Background: Tiling-arrays are applicable to multiple types of biological research questions. Due to its advantages (high sensitivity, resolution, unbiased), the technology is often employed in genome-wide investigations. A major challenge in the analysis of tiling-array data is to define regions-of-interest, i.e., contiguous probes with...journal article 2010