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Vu HTH, Scott RL, Iqbal K, Soares MJ, Tuteja G. Core conserved transcriptional regulatory networks define the invasive trophoblast cell lineage. Development 2023; 150:dev201826. [PMID: 37417811 PMCID: PMC10445752 DOI: 10.1242/dev.201826] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 07/03/2023] [Indexed: 07/08/2023]
Abstract
The invasive trophoblast cell lineages in rat and human share crucial responsibilities in establishing the uterine-placental interface of the hemochorial placenta. These observations have led to the rat becoming an especially useful animal model for studying hemochorial placentation. However, our understanding of similarities or differences between regulatory mechanisms governing rat and human invasive trophoblast cell populations is limited. In this study, we generated single-nucleus ATAC-seq data from gestation day 15.5 and 19.5 rat uterine-placental interface tissues, and integrated the data with single-cell RNA-seq data generated at the same stages. We determined the chromatin accessibility profiles of invasive trophoblast, natural killer, macrophage, endothelial and smooth muscle cells, and compared invasive trophoblast chromatin accessibility with extravillous trophoblast cell accessibility. In comparing chromatin accessibility profiles between species, we found similarities in patterns of gene regulation and groups of motifs enriched in accessible regions. Finally, we identified a conserved gene regulatory network in invasive trophoblast cells. Our data, findings and analysis will facilitate future studies investigating regulatory mechanisms essential for the invasive trophoblast cell lineage.
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Affiliation(s)
- Ha T. H. Vu
- Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011, USA
- Bioinformatics and Computational Biology Interdepartmental Graduate Program, Iowa State University, Ames, IA 50011, USA
| | - Regan L. Scott
- Institute for Reproductive and Developmental Sciences and Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Khursheed Iqbal
- Institute for Reproductive and Developmental Sciences and Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Michael J. Soares
- Institute for Reproductive and Developmental Sciences and Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS 66160, USA
- Department of Obstetrics and Gynecology, University of Kansas Medical Center, Kansas City, KS 66160, USA
- Center for Perinatal Research, Children's Mercy Research Institute, Children's Mercy, Kansas City, MO 64108, USA
| | - Geetu Tuteja
- Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011, USA
- Bioinformatics and Computational Biology Interdepartmental Graduate Program, Iowa State University, Ames, IA 50011, USA
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Vu HTH, Scott RL, Iqbal K, Soares MJ, Tuteja G. CORE CONSERVED TRANSCRIPTIONAL REGULATORY NETWORKS DEFINE THE INVASIVE TROPHOBLAST CELL LINEAGE. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.30.534962. [PMID: 37066272 PMCID: PMC10103937 DOI: 10.1101/2023.03.30.534962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
The invasive trophoblast cell lineage in rat and human share crucial responsibilities in establishing the uterine-placental interface of the hemochorial placenta. These observations have led to the rat becoming an especially useful animal model to study hemochorial placentation. However, our understanding of similarities or differences between regulatory mechanisms governing rat and human invasive trophoblast cell populations is limited. In this study, we generated single-nucleus (sn) ATAC-seq data from gestation day (gd) 15.5 and 19.5 rat uterine-placental interface tissues and integrated the data with single-cell RNA-seq data generated at the same stages. We determined the chromatin accessibility profiles of invasive trophoblast, natural killer, macrophage, endothelial, and smooth muscle cells, and compared invasive trophoblast chromatin accessibility to extravillous trophoblast (EVT) cell accessibility. In comparing chromatin accessibility profiles between species, we found similarities in patterns of gene regulation and groups of motifs enriched in accessible regions. Finally, we identified a conserved gene regulatory network in invasive trophoblast cells. Our data, findings and analysis will facilitate future studies investigating regulatory mechanisms essential for the invasive trophoblast cell lineage.
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Affiliation(s)
- Ha T. H. Vu
- Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, IA, 50011
- Bioinformatics and Computational Biology Interdepartmental Graduate Program, Iowa State University, Ames, IA 50011
| | - Regan L. Scott
- Institute for Reproductive and Developmental Sciences and Department of Pathology & Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, 66160
| | - Khursheed Iqbal
- Institute for Reproductive and Developmental Sciences and Department of Pathology & Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, 66160
| | - Michael J. Soares
- Institute for Reproductive and Developmental Sciences and Department of Pathology & Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, 66160
- Department of Obstetrics and Gynecology, University of Kansas Medical Center, Kansas City, KS, 66160
- Center for Perinatal Research, Children’s Mercy Research Institute, Children’s Mercy, Kansas City, MO, 64108
| | - Geetu Tuteja
- Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, IA, 50011
- Bioinformatics and Computational Biology Interdepartmental Graduate Program, Iowa State University, Ames, IA 50011
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Starks RR, Abu Alhasan R, Kaur H, Pennington KA, Schulz LC, Tuteja G. Transcription Factor PLAGL1 Is Associated with Angiogenic Gene Expression in the Placenta. Int J Mol Sci 2020; 21:ijms21218317. [PMID: 33171905 PMCID: PMC7664191 DOI: 10.3390/ijms21218317] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 10/29/2020] [Accepted: 11/02/2020] [Indexed: 02/07/2023] Open
Abstract
During pregnancy, the placenta is important for transporting nutrients and waste between the maternal and fetal blood supply, secreting hormones, and serving as a protective barrier. To better understand placental development, we must understand how placental gene expression is regulated. We used RNA-seq data and ChIP-seq data for the enhancer associated mark, H3k27ac, to study gene regulation in the mouse placenta at embryonic day (e) 9.5, when the placenta is developing a complex network of blood vessels. We identified several upregulated transcription factors with enriched binding sites in e9.5-specific enhancers. The most enriched transcription factor, PLAGL1 had a predicted motif in 233 regions that were significantly associated with vasculature development and response to insulin stimulus genes. We then performed several experiments using mouse placenta and a human trophoblast cell line to understand the role of PLAGL1 in placental development. In the mouse placenta, Plagl1 is expressed in endothelial cells of the labyrinth layer and is differentially expressed in placentas from mice with gestational diabetes compared to placentas from control mice in a sex-specific manner. In human trophoblast cells, siRNA knockdown significantly decreased expression of genes associated with placental vasculature development terms. In a tube assay, decreased PLAGL1 expression led to reduced cord formation. These results suggest that Plagl1 regulates overlapping gene networks in placental trophoblast and endothelial cells, and may play a critical role in placental development in normal and complicated pregnancies.
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Affiliation(s)
- Rebekah R. Starks
- Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011, USA; (R.R.S.); (R.A.A.); (H.K.)
- Bioinformatics and Computational Biology, Iowa State University, Ames, IA 50011, USA
| | - Rabab Abu Alhasan
- Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011, USA; (R.R.S.); (R.A.A.); (H.K.)
| | - Haninder Kaur
- Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011, USA; (R.R.S.); (R.A.A.); (H.K.)
| | | | - Laura C. Schulz
- Obstetrics, Gynecology and Women’s Health, University of Missouri, Columba, MO 65212, USA;
| | - Geetu Tuteja
- Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011, USA; (R.R.S.); (R.A.A.); (H.K.)
- Bioinformatics and Computational Biology, Iowa State University, Ames, IA 50011, USA
- Correspondence:
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Starks RR, Biswas A, Jain A, Tuteja G. Combined analysis of dissimilar promoter accessibility and gene expression profiles identifies tissue-specific genes and actively repressed networks. Epigenetics Chromatin 2019; 12:16. [PMID: 30795793 PMCID: PMC6385419 DOI: 10.1186/s13072-019-0260-2] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Accepted: 02/12/2019] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The assay for transposase-accessible chromatin (ATAC-seq) is a powerful method to examine chromatin accessibility. While many studies have reported a positive correlation between gene expression and promoter accessibility, few have investigated the genes that deviate from this trend. In this study, we aimed to understand the relationship between gene expression and promoter accessibility in multiple cell types while also identifying gene regulatory networks in the placenta, an understudied organ that is critical for a successful pregnancy. RESULTS We started by assaying the open chromatin landscape in the mid-gestation placenta, when the fetal vasculature has started developing. After incorporating transcriptomic data generated in the placenta at the same time point, we grouped genes based on their expression levels and ATAC-seq promoter coverage. We found that the genes with the strongest correlation (high expression and high coverage) are likely involved in housekeeping functions, whereas tissue-specific genes were highly expressed and had only medium-low coverage. We also predicted that genes with medium-low expression and high promoter coverage were actively repressed. Within this group, we extracted a protein-protein interaction network enriched for neuronal functions, likely preventing the cells from adopting a neuronal fate. We further confirmed that a repressive histone mark is bound to the promoters of genes in this network. Finally, we ran our pipeline using ATAC-seq and RNA-seq data generated in ten additional cell types. We again found that genes with the strongest correlation are enriched for housekeeping functions and that genes with medium-low promoter coverage and high expression are more likely to be tissue-specific. These results demonstrate that only two data types, both of which require relatively low starting material to generate and are becoming more commonly available, can be integrated to understand multiple aspects of gene regulation. CONCLUSIONS Within the placenta, we identified an active placenta-specific gene network as well as a repressed neuronal network. Beyond the placenta, we demonstrate that ATAC-seq data and RNA-seq data can be integrated to identify tissue-specific genes and actively repressed gene networks in multiple cell types.
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Affiliation(s)
- Rebekah R. Starks
- Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011 USA
- Bioinformatics and Computational Biology, Iowa State University, Ames, IA 50011 USA
| | - Anilisa Biswas
- Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011 USA
- Molecular, Cellular, and Developmental Biology, Iowa State University, Ames, IA 50011 USA
| | - Ashish Jain
- Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011 USA
- Bioinformatics and Computational Biology, Iowa State University, Ames, IA 50011 USA
| | - Geetu Tuteja
- Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011 USA
- Bioinformatics and Computational Biology, Iowa State University, Ames, IA 50011 USA
- Molecular, Cellular, and Developmental Biology, Iowa State University, Ames, IA 50011 USA
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Zhang J, Simonti CN, Capra JA. Genome-wide maps of distal gene regulatory enhancers active in the human placenta. PLoS One 2018; 13:e0209611. [PMID: 30589856 PMCID: PMC6320013 DOI: 10.1371/journal.pone.0209611] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Accepted: 12/03/2018] [Indexed: 12/30/2022] Open
Abstract
Placental dysfunction is implicated in many pregnancy complications, including preeclampsia and preterm birth (PTB). While both these syndromes are influenced by environmental risk factors, they also have a substantial genetic component that is not well understood. Precisely controlled gene expression during development is crucial to proper placental function and often mediated through gene regulatory enhancers. However, we lack accurate maps of placental enhancer activity due to the challenges of assaying the placenta and the difficulty of comprehensively identifying enhancers. To address the gap in our knowledge of gene regulatory elements in the placenta, we used a two-step machine learning pipeline to synthesize existing functional genomics studies, transcription factor (TF) binding patterns, and evolutionary information to predict placental enhancers. The trained classifiers accurately distinguish enhancers from the genomic background and placental enhancers from enhancers active in other tissues. Genomic features collected from tissues and cell lines involved in pregnancy are the most predictive of placental regulatory activity. Applying the classifiers genome-wide enabled us to create a map of 33,010 predicted placental enhancers, including 4,562 high-confidence enhancer predictions. The genome-wide placental enhancers are significantly enriched nearby genes associated with placental development and birth disorders and for SNPs associated with gestational age. These genome-wide predicted placental enhancers provide candidate regions for further testing in vitro, will assist in guiding future studies of genetic associations with pregnancy phenotypes, and aid interpretation of potential mechanisms of action for variants found through genetic studies.
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Affiliation(s)
- Joanna Zhang
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, United States of America
| | - Corinne N. Simonti
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, United States of America
| | - John A. Capra
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, United States of America
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, United States of America
- Department of Biomedical Informatics, Vanderbilt University, Nashville, TN, United States of America
- * E-mail:
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Genome-wide identification of enhancer elements in the placenta. Placenta 2018; 79:72-77. [PMID: 30268337 DOI: 10.1016/j.placenta.2018.09.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Revised: 09/03/2018] [Accepted: 09/10/2018] [Indexed: 12/25/2022]
Abstract
Normal placental development is essential for a healthy pregnancy, and is contingent upon tight spatiotemporal regulation of gene expression. One level of transcriptional control is via enhancer elements in the genome. Enhancers are distal cis-regulatory elements that can impact gene expression regardless of their position or orientation. The study of enhancers in the placenta is usually focused on one or two at a time, and the simultaneous identification of all enhancers has been limited. However, such a holistic approach is necessary if we are to gain a systems-level understanding of gene expression regulation in the placenta. Here, we review current methods for genome-scale enhancer identification, as well as studies that have applied those techniques in the placenta, with the aim of guiding future research.
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Tuteja G, Chung T, Bejerano G. Changes in the enhancer landscape during early placental development uncover a trophoblast invasion gene-enhancer network. Placenta 2015; 37:45-55. [PMID: 26604129 DOI: 10.1016/j.placenta.2015.11.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Revised: 10/21/2015] [Accepted: 11/02/2015] [Indexed: 01/17/2023]
Abstract
INTRODUCTION Trophoblast invasion establishes adequate blood flow between mother and fetus in early placental development. However, little is known about the cis-regulatory mechanisms underlying this important process. We aimed to identify enhancer elements that are active during trophoblast invasion, and build a trophoblast invasion gene-enhancer network. METHODS We carried out ChIP-Seq for an enhancer-associated mark (H3k27Ac) at two time points during early placental development in mouse. One time point when invasion is at its peak (e7.5) and another time point shortly afterwards (e9.5). We use computational analysis to identify putative enhancers, as well as the transcription factor binding sites within them, that are specific to the time point of trophoblast invasion. RESULTS We compared read profiles at e7.5 and e9.5 to identify 1,977 e7.5-specific enhancers. Within a subset of e7.5-specific enhancers, we discovered a cell migration associated regulatory code, consisting of three transcription factor motifs: AP1, Ets, and Tcfap2. To validate differential expression of the transcription factors that bind these motifs, we performed RNA-Seq in the same context. Finally, we integrated these data with publicly available protein-protein interaction data and constructed a trophoblast invasion gene-enhancer network. DISCUSSION The data we generated and analysis we carried out improves our understanding of the regulatory mechanisms of trophoblast invasion, by suggesting a transcriptional code exists in the enhancers of cell migration genes. Furthermore, the network we constructed highlights novel candidate genes that may be critical for trophoblast invasion.
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Affiliation(s)
- Geetu Tuteja
- Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA
| | - Tisha Chung
- Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA
| | - Gill Bejerano
- Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA; Department of Computer Science, Stanford University, Stanford, CA 94305, USA; Division of Medical Genetics, Department of Pediatrics, Stanford University, Stanford, CA 94305, USA.
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Abstract
Strict control of tissue-specific gene expression plays a pivotal role during lineage commitment. The transcription factor c-Myb has an essential role in adult haematopoiesis and functions as an oncogene when rearranged in human cancers. Here we have exploited digital genomic footprinting analysis to obtain a global picture of c-Myb occupancy in the genome of six different haematopoietic cell-types. We have biologically validated several c-Myb footprints using c-Myb knockdown data, reporter assays and DamID analysis. We show that our predicted conserved c-Myb footprints are highly dependent on the haematopoietic cell type, but that there is a group of gene targets common to all cell-types analysed. Furthermore, we find that c-Myb footprints co-localise with active histone mark H3K4me3 and are significantly enriched at exons. We analysed co-localisation of c-Myb footprints with 104 chromatin regulatory factors in K562 cells, and identified nine proteins that are enriched together with c-Myb footprints on genes positively regulated by c-Myb and one protein enriched on negatively regulated genes. Our data suggest that c-Myb is a transcription factor with multifaceted target regulation depending on cell type.
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Notwell JH, Chung T, Heavner W, Bejerano G. A family of transposable elements co-opted into developmental enhancers in the mouse neocortex. Nat Commun 2015; 6:6644. [PMID: 25806706 PMCID: PMC4438107 DOI: 10.1038/ncomms7644] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Accepted: 02/13/2015] [Indexed: 12/27/2022] Open
Abstract
The neocortex is a mammalian-specific structure that is responsible for higher functions such as cognition, emotion and perception. To gain insight into its evolution and the gene regulatory codes that pattern it, we studied the overlap of its active developmental enhancers with transposable element (TE) families and compared this overlap to uniformly shuffled enhancers. Here we show a striking enrichment of the MER130 repeat family among active enhancers in the mouse dorsal cerebral wall, which gives rise to the neocortex, at embryonic day 14.5. We show that MER130 instances preserve a common code of transcriptional regulatory logic, function as enhancers and are adjacent to critical neocortical genes. MER130, a nonautonomous interspersed TE, originates in the tetrapod or possibly Sarcopterygii ancestor, which far predates the appearance of the neocortex. Our results show that MER130 elements were recruited, likely through their common regulatory logic, as neocortical enhancers.
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Affiliation(s)
- James H Notwell
- Department of Computer Science, Stanford University, 279 Campus Drive West (MC 5329), Beckman Center B-300, Stanford, California 94305-5329, USA
| | - Tisha Chung
- Department of Developmental Biology, Stanford University, 279 Campus Drive West (MC 5329), Beckman Center B-300, Stanford, California 94305-5329, USA
| | - Whitney Heavner
- 1] Department of Developmental Biology, Stanford University, 279 Campus Drive West (MC 5329), Beckman Center B-300, Stanford, California 94305-5329, USA [2] Department of Biology, Stanford University, 279 Campus Drive West (MC 5329), Beckman Center B-300, Stanford, California 94305-5329, USA
| | - Gill Bejerano
- 1] Department of Computer Science, Stanford University, 279 Campus Drive West (MC 5329), Beckman Center B-300, Stanford, California 94305-5329, USA [2] Department of Developmental Biology, Stanford University, 279 Campus Drive West (MC 5329), Beckman Center B-300, Stanford, California 94305-5329, USA [3] Department of Pediatrics, Division of Medical Genetics, Stanford University, 279 Campus Drive West (MC 5329), Beckman Center B-300, Stanford, California 94305-5329, USA
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