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Characterization of transcription factor networks involved in umbilical cord blood CD34+ stem cells-derived erythropoiesis
Fetal stem cells isolated from umbilical cord blood (UCB) possess a great capacity for proliferation and differentiation and serve as a valuable model system to study gene regulation. Expanded knowledge of the molecular control of hemoglobin synthesis will provide a basis for rational design of ther...
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Published in: | PloS one 2014-09, Vol.9 (9), p.e107133-e107133 |
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description | Fetal stem cells isolated from umbilical cord blood (UCB) possess a great capacity for proliferation and differentiation and serve as a valuable model system to study gene regulation. Expanded knowledge of the molecular control of hemoglobin synthesis will provide a basis for rational design of therapies for β-hemoglobinopathies. Transcriptome data are available for erythroid progenitors derived from adult stem cells, however studies to define molecular mechanisms controlling globin gene regulation during fetal erythropoiesis are limited. Here, we utilize UCB-CD34+ stem cells induced to undergo erythroid differentiation to characterize the transcriptome and transcription factor networks (TFNs) associated with the γ/β-globin switch during fetal erythropoiesis. UCB-CD34+ stem cells grown in the one-phase liquid culture system displayed a higher proliferative capacity than adult CD34+ stem cells. The γ/β-globin switch was observed after day 42 during fetal erythropoiesis in contrast to adult progenitors where the switch occurred around day 21. To gain insights into transcription factors involved in globin gene regulation, microarray analysis was performed on RNA isolated from UCB-CD34+ cell-derived erythroid progenitors harvested on day 21, 42, 49 and 56 using the HumanHT-12 Expression BeadChip. After data normalization, Gene Set Enrichment Analysis identified transcription factors (TFs) with significant changes in expression during the γ/β-globin switch. Forty-five TFs were silenced by day 56 (Profile-1) and 30 TFs were activated by day 56 (Profile-2). Both GSEA datasets were analyzed using the MIMI Cytoscape platform, which discovered TFNs centered on KLF4 and GATA2 (Profile-1) and KLF1 and GATA1 for Profile-2 genes. Subsequent shRNA studies in KU812 leukemia cells and human erythroid progenitors generated from UCB-CD34+ cells supported a negative role of MAFB in γ-globin regulation. The characteristics of erythroblasts derived from UCB-CD34+ stem cells including prolonged γ-globin expression combined with unique TFNs support novel mechanisms controlling the γ/β-globin switch during UCB-derived erythropoiesis. |
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Expanded knowledge of the molecular control of hemoglobin synthesis will provide a basis for rational design of therapies for β-hemoglobinopathies. Transcriptome data are available for erythroid progenitors derived from adult stem cells, however studies to define molecular mechanisms controlling globin gene regulation during fetal erythropoiesis are limited. Here, we utilize UCB-CD34+ stem cells induced to undergo erythroid differentiation to characterize the transcriptome and transcription factor networks (TFNs) associated with the γ/β-globin switch during fetal erythropoiesis. UCB-CD34+ stem cells grown in the one-phase liquid culture system displayed a higher proliferative capacity than adult CD34+ stem cells. The γ/β-globin switch was observed after day 42 during fetal erythropoiesis in contrast to adult progenitors where the switch occurred around day 21. To gain insights into transcription factors involved in globin gene regulation, microarray analysis was performed on RNA isolated from UCB-CD34+ cell-derived erythroid progenitors harvested on day 21, 42, 49 and 56 using the HumanHT-12 Expression BeadChip. After data normalization, Gene Set Enrichment Analysis identified transcription factors (TFs) with significant changes in expression during the γ/β-globin switch. Forty-five TFs were silenced by day 56 (Profile-1) and 30 TFs were activated by day 56 (Profile-2). Both GSEA datasets were analyzed using the MIMI Cytoscape platform, which discovered TFNs centered on KLF4 and GATA2 (Profile-1) and KLF1 and GATA1 for Profile-2 genes. Subsequent shRNA studies in KU812 leukemia cells and human erythroid progenitors generated from UCB-CD34+ cells supported a negative role of MAFB in γ-globin regulation. The characteristics of erythroblasts derived from UCB-CD34+ stem cells including prolonged γ-globin expression combined with unique TFNs support novel mechanisms controlling the γ/β-globin switch during UCB-derived erythropoiesis.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0107133</identifier><identifier>PMID: 25211130</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Antigens, CD34 - genetics ; beta-Globins - biosynthesis ; beta-Globins - genetics ; Biology and life sciences ; Blood ; Bone marrow ; Cancer ; CD34 antigen ; Cell culture ; Cell Differentiation - genetics ; Chemical synthesis ; Cord blood ; Differentiation ; DNA microarrays ; Erythroblasts ; Erythroblasts - cytology ; Erythroblasts - metabolism ; Erythroid Precursor Cells - cytology ; Erythropoiesis ; Erythropoiesis - genetics ; Fetal Blood - cytology ; Fetal Blood - metabolism ; Fetuses ; gamma-Globins - biosynthesis ; gamma-Globins - metabolism ; GATA-1 protein ; Gene expression ; Gene Expression Regulation ; Gene regulation ; Gene set enrichment analysis ; Genomics ; Hematology ; Hemoglobin ; Humans ; KLF4 protein ; Leukemia ; Liquid culture ; Medicine and Health Sciences ; Molecular chains ; Molecular modelling ; Mutation ; Oncology ; Pediatrics ; Proteins ; Ribonucleic acid ; RNA ; Sickle cell disease ; Stem cells ; Stem Cells - cytology ; Stem Cells - metabolism ; Switching theory ; Transcription factors ; Transcription Factors - genetics ; Transcription Factors - metabolism ; Umbilical cord</subject><ispartof>PloS one, 2014-09, Vol.9 (9), p.e107133-e107133</ispartof><rights>2014 Li et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2014 Li et al 2014 Li et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c592t-2b20bccd0dac99e7ecec1f464e99cd906d3ca59a985fc30fef14996e0b2b28d43</citedby><cites>FETCH-LOGICAL-c592t-2b20bccd0dac99e7ecec1f464e99cd906d3ca59a985fc30fef14996e0b2b28d43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1561465148/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1561465148?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25731,27901,27902,36989,36990,44566,53766,53768,74869</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25211130$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Biaoru</creatorcontrib><creatorcontrib>Ding, Lianghao</creatorcontrib><creatorcontrib>Yang, Chinrang</creatorcontrib><creatorcontrib>Kang, Baolin</creatorcontrib><creatorcontrib>Liu, Li</creatorcontrib><creatorcontrib>Story, Michael D</creatorcontrib><creatorcontrib>Pace, Betty S</creatorcontrib><title>Characterization of transcription factor networks involved in umbilical cord blood CD34+ stem cells-derived erythropoiesis</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Fetal stem cells isolated from umbilical cord blood (UCB) possess a great capacity for proliferation and differentiation and serve as a valuable model system to study gene regulation. Expanded knowledge of the molecular control of hemoglobin synthesis will provide a basis for rational design of therapies for β-hemoglobinopathies. Transcriptome data are available for erythroid progenitors derived from adult stem cells, however studies to define molecular mechanisms controlling globin gene regulation during fetal erythropoiesis are limited. Here, we utilize UCB-CD34+ stem cells induced to undergo erythroid differentiation to characterize the transcriptome and transcription factor networks (TFNs) associated with the γ/β-globin switch during fetal erythropoiesis. UCB-CD34+ stem cells grown in the one-phase liquid culture system displayed a higher proliferative capacity than adult CD34+ stem cells. The γ/β-globin switch was observed after day 42 during fetal erythropoiesis in contrast to adult progenitors where the switch occurred around day 21. To gain insights into transcription factors involved in globin gene regulation, microarray analysis was performed on RNA isolated from UCB-CD34+ cell-derived erythroid progenitors harvested on day 21, 42, 49 and 56 using the HumanHT-12 Expression BeadChip. After data normalization, Gene Set Enrichment Analysis identified transcription factors (TFs) with significant changes in expression during the γ/β-globin switch. Forty-five TFs were silenced by day 56 (Profile-1) and 30 TFs were activated by day 56 (Profile-2). Both GSEA datasets were analyzed using the MIMI Cytoscape platform, which discovered TFNs centered on KLF4 and GATA2 (Profile-1) and KLF1 and GATA1 for Profile-2 genes. Subsequent shRNA studies in KU812 leukemia cells and human erythroid progenitors generated from UCB-CD34+ cells supported a negative role of MAFB in γ-globin regulation. The characteristics of erythroblasts derived from UCB-CD34+ stem cells including prolonged γ-globin expression combined with unique TFNs support novel mechanisms controlling the γ/β-globin switch during UCB-derived erythropoiesis.</description><subject>Antigens, CD34 - genetics</subject><subject>beta-Globins - biosynthesis</subject><subject>beta-Globins - genetics</subject><subject>Biology and life sciences</subject><subject>Blood</subject><subject>Bone marrow</subject><subject>Cancer</subject><subject>CD34 antigen</subject><subject>Cell culture</subject><subject>Cell Differentiation - genetics</subject><subject>Chemical synthesis</subject><subject>Cord blood</subject><subject>Differentiation</subject><subject>DNA microarrays</subject><subject>Erythroblasts</subject><subject>Erythroblasts - cytology</subject><subject>Erythroblasts - metabolism</subject><subject>Erythroid Precursor Cells - cytology</subject><subject>Erythropoiesis</subject><subject>Erythropoiesis - genetics</subject><subject>Fetal Blood - cytology</subject><subject>Fetal Blood - metabolism</subject><subject>Fetuses</subject><subject>gamma-Globins - biosynthesis</subject><subject>gamma-Globins - metabolism</subject><subject>GATA-1 protein</subject><subject>Gene expression</subject><subject>Gene Expression Regulation</subject><subject>Gene regulation</subject><subject>Gene set enrichment analysis</subject><subject>Genomics</subject><subject>Hematology</subject><subject>Hemoglobin</subject><subject>Humans</subject><subject>KLF4 protein</subject><subject>Leukemia</subject><subject>Liquid culture</subject><subject>Medicine and Health Sciences</subject><subject>Molecular chains</subject><subject>Molecular modelling</subject><subject>Mutation</subject><subject>Oncology</subject><subject>Pediatrics</subject><subject>Proteins</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Sickle cell disease</subject><subject>Stem cells</subject><subject>Stem Cells - cytology</subject><subject>Stem Cells - metabolism</subject><subject>Switching theory</subject><subject>Transcription factors</subject><subject>Transcription Factors - 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Expanded knowledge of the molecular control of hemoglobin synthesis will provide a basis for rational design of therapies for β-hemoglobinopathies. Transcriptome data are available for erythroid progenitors derived from adult stem cells, however studies to define molecular mechanisms controlling globin gene regulation during fetal erythropoiesis are limited. Here, we utilize UCB-CD34+ stem cells induced to undergo erythroid differentiation to characterize the transcriptome and transcription factor networks (TFNs) associated with the γ/β-globin switch during fetal erythropoiesis. UCB-CD34+ stem cells grown in the one-phase liquid culture system displayed a higher proliferative capacity than adult CD34+ stem cells. The γ/β-globin switch was observed after day 42 during fetal erythropoiesis in contrast to adult progenitors where the switch occurred around day 21. To gain insights into transcription factors involved in globin gene regulation, microarray analysis was performed on RNA isolated from UCB-CD34+ cell-derived erythroid progenitors harvested on day 21, 42, 49 and 56 using the HumanHT-12 Expression BeadChip. After data normalization, Gene Set Enrichment Analysis identified transcription factors (TFs) with significant changes in expression during the γ/β-globin switch. Forty-five TFs were silenced by day 56 (Profile-1) and 30 TFs were activated by day 56 (Profile-2). Both GSEA datasets were analyzed using the MIMI Cytoscape platform, which discovered TFNs centered on KLF4 and GATA2 (Profile-1) and KLF1 and GATA1 for Profile-2 genes. Subsequent shRNA studies in KU812 leukemia cells and human erythroid progenitors generated from UCB-CD34+ cells supported a negative role of MAFB in γ-globin regulation. The characteristics of erythroblasts derived from UCB-CD34+ stem cells including prolonged γ-globin expression combined with unique TFNs support novel mechanisms controlling the γ/β-globin switch during UCB-derived erythropoiesis.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>25211130</pmid><doi>10.1371/journal.pone.0107133</doi><oa>free_for_read</oa></addata></record> |
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recordid | cdi_plos_journals_1561465148 |
source | Publicly Available Content Database; PubMed Central |
subjects | Antigens, CD34 - genetics beta-Globins - biosynthesis beta-Globins - genetics Biology and life sciences Blood Bone marrow Cancer CD34 antigen Cell culture Cell Differentiation - genetics Chemical synthesis Cord blood Differentiation DNA microarrays Erythroblasts Erythroblasts - cytology Erythroblasts - metabolism Erythroid Precursor Cells - cytology Erythropoiesis Erythropoiesis - genetics Fetal Blood - cytology Fetal Blood - metabolism Fetuses gamma-Globins - biosynthesis gamma-Globins - metabolism GATA-1 protein Gene expression Gene Expression Regulation Gene regulation Gene set enrichment analysis Genomics Hematology Hemoglobin Humans KLF4 protein Leukemia Liquid culture Medicine and Health Sciences Molecular chains Molecular modelling Mutation Oncology Pediatrics Proteins Ribonucleic acid RNA Sickle cell disease Stem cells Stem Cells - cytology Stem Cells - metabolism Switching theory Transcription factors Transcription Factors - genetics Transcription Factors - metabolism Umbilical cord |
title | Characterization of transcription factor networks involved in umbilical cord blood CD34+ stem cells-derived erythropoiesis |
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