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1.
Methods Mol Biol ; 1792: 97-115, 2018.
Article in English | MEDLINE | ID: mdl-29797254

ABSTRACT

RNA sequencing is a recently developed approach for transcriptome profiling with several advantages over gene expression profiling using DNA microarrays. Here we describe a RNA-sequencing protocol optimized for low-input analysis of total RNA from CD138+ purified plasma cells from myeloma patients which is applicable in clinical routine.


Subject(s)
Gene Expression Profiling , High-Throughput Nucleotide Sequencing , Multiple Myeloma/diagnosis , Multiple Myeloma/genetics , Sequence Analysis, RNA , Diagnostic Tests, Routine , Gene Library , Humans , Nucleic Acid Amplification Techniques , Reproducibility of Results
2.
J Cell Sci ; 129(6): 1141-54, 2016 Mar 15.
Article in English | MEDLINE | ID: mdl-26823606

ABSTRACT

Post-transcriptional regulation is crucial for structural and functional alterations in erythropoiesis. Enucleation of erythroid progenitors precedes reticulocyte release into circulation. In enucleated cells, reticulocyte 15-lipoxygenase (r15-LOX, also known as ALOX15) initiates mitochondria degradation. Regulation of r15-LOX mRNA translation by hnRNP K determines timely r15-LOX synthesis in terminal maturation. K562 cells induced for erythroid maturation recapitulate enucleation and mitochondria degradation. HnRNP K depletion from maturing K562 cells results in enhanced enucleation, which even occurs independently of maturation. We performed RIP-Chip analysis to identify hnRNP K-interacting RNAs comprehensively. Non-muscle myosin heavy chain (NMHC) IIA (also known as MYH9) mRNA co-purified with hnRNP K from non-induced K562 cells, but not from mature cells. NMHC IIA protein increase in erythroid maturation at constant NMHC IIA mRNA levels indicates post-transcriptional regulation. We demonstrate that binding of hnRNP K KH domain 3 to a specific sequence element in the NMHC IIA mRNA 3'UTR mediates translation regulation in vitro Importantly, elevated NMHC IIA expression results in erythroid-maturation-independent enucleation as shown for hnRNP K depletion. Our data provide evidence that hnRNP-K-mediated regulation of NMHC IIA mRNA translation contributes to the control of enucleation in erythropoiesis.


Subject(s)
Erythrocytes/metabolism , Erythropoiesis , Heterogeneous-Nuclear Ribonucleoprotein K/metabolism , Molecular Motor Proteins/metabolism , Myosin Heavy Chains/metabolism , Protein Biosynthesis , Arachidonate 15-Lipoxygenase/genetics , Arachidonate 15-Lipoxygenase/metabolism , Erythrocytes/chemistry , Erythrocytes/cytology , Heterogeneous-Nuclear Ribonucleoprotein K/chemistry , Heterogeneous-Nuclear Ribonucleoprotein K/genetics , Humans , K562 Cells , Molecular Motor Proteins/chemistry , Molecular Motor Proteins/genetics , Myosin Heavy Chains/chemistry , Myosin Heavy Chains/genetics , Protein Binding , Protein Domains , RNA, Messenger
3.
Development ; 142(1): 70-81, 2015 Jan 01.
Article in English | MEDLINE | ID: mdl-25516969

ABSTRACT

Balancing stem cell self-renewal and initiation of lineage specification programs is essential for the development and homeostasis of the hematopoietic system. We have specifically ablated geminin in the developing murine hematopoietic system and observed profound defects in the generation of mature blood cells, leading to embryonic lethality. Hematopoietic stem cells (HSCs) accumulated in the fetal liver following geminin ablation, while committed progenitors were reduced. Genome-wide transcriptome analysis identified key HSC transcription factors as being upregulated upon geminin deletion, revealing a gene network linked with geminin that controls fetal hematopoiesis. In order to obtain mechanistic insight into the ability of geminin to regulate transcription, we examined Hoxa9 as an example of a key gene in definitive hematopoiesis. We demonstrate that in human K562 cells geminin is associated with HOXA9 regulatory elements and its absence increases HOXA9 transcription similarly to that observed in vivo. Moreover, silencing geminin reduced recruitment of the PRC2 component SUZ12 to the HOXA9 locus and resulted in an increase in RNA polymerase II recruitment and H3K4 trimethylation (H3K4me3), whereas the repressive marks H3K9me3 and H3K27me3 were reduced. The chromatin landscape was also modified at the regulatory regions of HOXA10 and GATA1. K562 cells showed a reduced ability to differentiate to erythrocytes and megakaryocytes upon geminin silencing. Our data suggest that geminin is indispensable for fetal hematopoiesis and regulates the generation of a physiological pool of stem and progenitor cells in the fetal hematopoietic system.


Subject(s)
Fetus/cytology , Geminin/deficiency , Gene Deletion , Gene Expression Regulation, Developmental , Hematopoietic Stem Cells/cytology , Transcription Factors/genetics , Animals , Cell Count , Cell Differentiation , Cell Lineage , Cell Proliferation , Embryo Loss/metabolism , Embryo Loss/pathology , Epigenesis, Genetic , Geminin/metabolism , Gene Ontology , Genetic Loci , Hematopoiesis , Hematopoietic Stem Cells/metabolism , Histones/metabolism , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Humans , K562 Cells , Liver/cytology , Liver/embryology , Mice , Neoplasm Proteins , Polycomb Repressive Complex 2/metabolism , Protein Processing, Post-Translational , Regulatory Sequences, Nucleic Acid/genetics , Transcription Factors/metabolism , Transcriptome/genetics
4.
Blood ; 118(22): e168-79, 2011 Nov 24.
Article in English | MEDLINE | ID: mdl-21940823

ABSTRACT

Iron regulatory proteins (IRPs) 1 and 2 are RNA-binding proteins that control cellular iron metabolism by binding to conserved RNA motifs called iron-responsive elements (IREs). The currently known IRP-binding mRNAs encode proteins involved in iron uptake, storage, and release as well as heme synthesis. To systematically define the IRE/IRP regulatory network on a transcriptome-wide scale, IRP1/IRE and IRP2/IRE messenger ribonucleoprotein complexes were immunoselected, and the mRNA composition was determined using microarrays. We identify 35 novel mRNAs that bind both IRP1 and IRP2, and we also report for the first time cellular mRNAs with exclusive specificity for IRP1 or IRP2. To further explore cellular iron metabolism at a system-wide level, we undertook proteomic analysis by pulsed stable isotope labeling by amino acids in cell culture in an iron-modulated mouse hepatic cell line and in bone marrow-derived macrophages from IRP1- and IRP2-deficient mice. This work investigates cellular iron metabolism in unprecedented depth and defines a wide network of mRNAs and proteins with iron-dependent regulation, IRP-dependent regulation, or both.


Subject(s)
Iron Regulatory Protein 1/genetics , Iron Regulatory Protein 1/metabolism , Iron Regulatory Protein 2/genetics , Iron Regulatory Protein 2/metabolism , Iron-Regulatory Proteins/physiology , Proteome/metabolism , Animals , Cell Line, Tumor , Gene Expression Profiling , Gene Expression Regulation , Iron-Regulatory Proteins/genetics , Iron-Regulatory Proteins/metabolism , Liver/metabolism , Macrophages/metabolism , Mice , Mice, Inbred C57BL , Mice, Knockout , Microarray Analysis , Proteome/genetics , RNA, Messenger/metabolism , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Transcriptome/physiology
5.
Invest Ophthalmol Vis Sci ; 52(3): 1252-60, 2011 Mar 10.
Article in English | MEDLINE | ID: mdl-21071743

ABSTRACT

PURPOSE: The aim of this study was to identify differentially expressed genes in the human limbal epithelium by microarray analysis. METHODS: Total RNA isolates of human limbal and central corneal epithelia were used after transcription for hybridization on whole human genome expression microarrays. A set of differentially expressed genes detected by both microarrays was established. In the case of eight selected molecules, microarray results were confirmed by qRT-PCR, and protein expression in the cornea was examined by confocal immunofluorescence microscopy. Colocalization with the putative stem cell marker C/EBPδ was also examined. RESULTS: The authors established a database of 126 limbal overexpressed genes. qRT-PCR confirmed microarray results in all examined cases (SPON1, IFITM1, ITM2A, PHLDA1, CXCR4, FZD7, DCT, DKK4). Limbal localization of the protein product of SPON1, IFITM1, ITM2A, CXCR4, and DKK4 was shown with confocal immunofluorescence microscopy. SPON1, IFITM1, and ITM2A signals mostly colocalized with C/EBPδ-positive putative resting limbal stem cells. CONCLUSIONS: By detecting several new differentially expressed genes in the human corneal limbus, this study further expands current knowledge on the molecular signature of limbal epithelial stem cells. Plasma membrane localization of IFITM1 and ITM2A suggests their potential usefulness as targets to select stem cell-enriched populations from the limbal epithelium.


Subject(s)
Epithelium, Corneal/cytology , Epithelium, Corneal/metabolism , Gene Expression Profiling , Gene Expression Regulation/physiology , Limbus Corneae/cytology , Stem Cells/cytology , Biomarkers/metabolism , CCAAT-Enhancer-Binding Protein-delta/genetics , Epithelial Cells/cytology , Epithelial Cells/metabolism , Eye Proteins/genetics , Humans , Microscopy, Confocal , Oligonucleotide Array Sequence Analysis , Phenotype , RNA, Messenger/genetics , Reverse Transcriptase Polymerase Chain Reaction , Stem Cells/metabolism
6.
Mol Endocrinol ; 22(2): 361-79, 2008 Feb.
Article in English | MEDLINE | ID: mdl-17962383

ABSTRACT

Estradiol (E2) is believed to modulate physiological functions relevant to osteoblast biology through the actions of estrogen receptors (ERs) that in turn regulate the expression of target genes. The molecular effects of estrogen action in bone remain to be fully elucidated. This study reports a genome-wide molecular and computational analysis of the interaction between ER and regulatory elements on the DNA of target genes in human primary osteoblasts. Of approximately 54,000 gene probes surveyed in this study, a total of 375 genes were up-regulated and 418 genes were down-regulated on exposure to E2, with only 46 of these being direct target genes after 24 h, as determined by concomitant cycloheximide treatment. Computational analysis discovered several pathways where E2 co-regulates multiple functionally linked components. Examination of the genomic sequence of IGF binding protein 4 located ER response elements within the first intron. Using by chromatin immunoprecipitation, we show a site- and cell-specific recruitment of transcription factors to this newly identified regulatory region. Transient transfection studies revealed that this intronic region acts as a functional promoter in human osteoblasts. Taken together, this analysis provides a comprehensive gene transcription profile and identifies several genes of potential physiological importance in controlling estrogen-mediated signaling in primary osteoblasts.


Subject(s)
Estrogens/pharmacology , Gene Expression Profiling/methods , Gene Expression Regulation/drug effects , Insulin-Like Growth Factor Binding Protein 4/genetics , Osteoblasts/drug effects , Binding Sites , Cells, Cultured , Chromatin Immunoprecipitation , Cycloheximide/pharmacology , Estradiol/pharmacology , Humans , Insulin-Like Growth Factor Binding Protein 4/metabolism , Introns/genetics , Models, Biological , Oligonucleotide Array Sequence Analysis , Osteoblasts/cytology , Osteoblasts/metabolism , Promoter Regions, Genetic/genetics , Reverse Transcriptase Polymerase Chain Reaction , Signal Transduction/drug effects , Signal Transduction/genetics , Transcription, Genetic/drug effects , Transfection
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