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Wu X, Xiong D, Liu R, Lai X, Tian Y, Xie Z, Chen L, Hu L, Duan J, Gao X, Zeng X, Dong W, Xu T, Fu F, Yang X, Cheng X, Plewczynski D, Kim M, Xin W, Wang T, Xiang AP, Tang Z. Evolutionary divergence in CTCF-mediated chromatin topology drives transcriptional innovation in humans. Nat Commun 2025; 16:2941. [PMID: 40140405 PMCID: PMC11947266 DOI: 10.1038/s41467-025-58275-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Accepted: 03/13/2025] [Indexed: 03/28/2025] Open
Abstract
Chromatin topology can impact gene regulation, but how evolutionary divergence in chromatin topology has shaped gene regulatory landscapes for distinctive human traits remains poorly understood. CTCF sites determine chromatin topology by forming domains and loops. Here, we show evolutionary divergence in CTCF-mediated chromatin topology at the domain and loop scales during primate evolution, elucidating distinct mechanisms for shaping regulatory landscapes. Human-specific divergent domains lead to a broad rewiring of transcriptional landscapes. Divergent CTCF loops concord with species-specific enhancer activity, influencing enhancer connectivity to target genes in a concordant yet constrained manner. Under this concordant mechanism, we establish the role of human-specific CTCF loops in shaping transcriptional isoform diversity, with functional implications for disease susceptibility. Furthermore, we validate the function of these human-specific CTCF loops using human forebrain organoids. This study advances our understanding of genetic evolution from the perspective of genome architecture.
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Affiliation(s)
- Xia Wu
- Guangdong Provincial Key Laboratory of Brain Function and Disease, Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China
| | - Dan Xiong
- Guangdong Provincial Key Laboratory of Brain Function and Disease, Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China
| | - Rong Liu
- Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China
- Institute of Precision Medicine, the First Affiliated Hospital, Sun Yat-Sen University, Guangdong, China
| | - Xingqiang Lai
- Center for Stem Cell Biology and Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-Sen University, Guangdong, China
| | - Yuhan Tian
- Guangdong Provincial Key Laboratory of Brain Function and Disease, Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China
| | - Ziying Xie
- Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China
| | - Li Chen
- Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China
| | - Lanqi Hu
- Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China
| | - Jingjing Duan
- Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China
| | - Xinyu Gao
- Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China
| | - Xian Zeng
- Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China
| | - Wei Dong
- Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China
| | - Ting Xu
- Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China
| | - Fang Fu
- Department of Prenatal Diagnostic Center, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong, China
| | - Xin Yang
- Department of Prenatal Diagnostic Center, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong, China
| | - Xinlai Cheng
- Buchmann Institute for Molecular Life Sciences, Frankfurt Cancer Institute, Goethe-University Frankfurt, Frankfurt, Germany
| | - Dariusz Plewczynski
- Laboratory of Bioinformatics and Computational Genomics, Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland
- Laboratory of Functional and Structural Genomics, Centre of New Technologies, University of Warsaw, Warsaw, Poland
| | - Minji Kim
- Department of Computational Medicine and Bioinformatics, University of Michigan, Michigan, MI, USA
| | - Wenjun Xin
- Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China
| | - Tianyun Wang
- Department of Medical Genetics, Center for Medical Genetics, School of Basic Medical Sciences, Peking University, Beijing, China
- Neuroscience Research Institute, Peking University, Key Laboratory for Neuroscience, Ministry of Education of China & National Health Commission of China, Beijing, China
- Autism Research Center, Peking University Health Science Center, Beijing, China
| | - Andy Peng Xiang
- Center for Stem Cell Biology and Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-Sen University, Guangdong, China
| | - Zhonghui Tang
- Guangdong Provincial Key Laboratory of Brain Function and Disease, Zhongshan School of Medicine, Sun Yat-sen University, Guangdong, China.
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2
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Lucero K, Han S, Huang PY, Qiu X, Mazzoni EO, Reinberg D. CTCF-RNA interactions orchestrate cell-specific chromatin loop organization. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.19.643339. [PMID: 40166279 PMCID: PMC11956997 DOI: 10.1101/2025.03.19.643339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
CCCTC-binding factor (CTCF) is essential for chromatin organization. CTCF interacts with endogenous RNAs, and deletion of its ZF1 RNA-binding region (ΔZF1) disrupts chromatin loops in mouse embryonic stem cells (ESCs). However, the functional significance of CTCF-ZF1 RNA interactions during cell differentiation is unknown. Using an ESC-to-neural progenitor cell (NPC) differentiation model, we show that CTCF-ZF1 is crucial for maintaining cell-type-specific chromatin loops. Expression of CTCF-ΔZF1 leads to disrupted loops and dysregulation of genes within these loops, particularly those involved in neuronal development and function. We identified NPC-specific, CTCF-ZF1 interacting RNAs. Truncation of two such coding RNAs, Podxl and Grb10, disrupted chromatin loops in cis, similar to the disruption seen in CTCF-ΔZF1 expressing NPCs. These findings underscore the inherent importance of CTCF-ZF1 RNA interactions in preserving cell-specific genome structure and cellular identity.
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Affiliation(s)
- Kimberly Lucero
- Department of Cell Biology and Regenerative Medicine, New York University Langone Medical Center, New York, NY, USA
- Department of Biochemistry and Molecular Pharmacology, New York University Langone Medical Center, New York, NY, USA
| | - Sungwook Han
- Department of Biochemistry and Molecular Pharmacology, New York University Langone Medical Center, New York, NY, USA
- Sylvester Comprehensive Cancer Center, Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL, USA
- Howard Hughes Medical Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Pin-Yao Huang
- Department of Biochemistry and Molecular Pharmacology, New York University Langone Medical Center, New York, NY, USA
| | - Xiang Qiu
- Department of Biochemistry and Molecular Pharmacology, New York University Langone Medical Center, New York, NY, USA
| | - Esteban O. Mazzoni
- Department of Cell Biology and Regenerative Medicine, New York University Langone Medical Center, New York, NY, USA
| | - Danny Reinberg
- Department of Biochemistry and Molecular Pharmacology, New York University Langone Medical Center, New York, NY, USA
- Sylvester Comprehensive Cancer Center, Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL, USA
- Howard Hughes Medical Institute, University of Miami Miller School of Medicine, Miami, FL, USA
- Lead Contact
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3
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Buka K, Parteka-Tojek Z, Agarwal A, Denkiewicz M, Korsak S, Chiliński M, Banecki KH, Plewczynski D. Improved cohesin HiChIP protocol and bioinformatic analysis for robust detection of chromatin loops and stripes. Commun Biol 2025; 8:437. [PMID: 40082674 PMCID: PMC11906747 DOI: 10.1038/s42003-025-07847-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 02/27/2025] [Indexed: 03/16/2025] Open
Abstract
Chromosome Conformation Capture (3 C) methods, including Hi-C (a high-throughput variation of 3 C), detect pairwise interactions between DNA regions, enabling the reconstruction of chromatin architecture in the nucleus. HiChIP is a modification of the Hi-C experiment that includes a chromatin immunoprecipitation (ChIP) step, allowing genome-wide identification of chromatin contacts mediated by a protein of interest. In mammalian cells, cohesin protein complex is one of the major players in the establishment of chromatin loops. We present an improved cohesin HiChIP experimental protocol. Using comprehensive bioinformatic analysis, we show that a dual chromatin fixation method compared to the standard formaldehyde-only method, results in a substantially better signal-to-noise ratio, increased ChIP efficiency and improved detection of chromatin loops and architectural stripes. Additionally, we propose an automated pipeline called nf-HiChIP ( https://github.com/SFGLab/hichip-nf-pipeline ) for processing HiChIP samples starting from raw sequencing reads data and ending with a set of significant chromatin interactions (loops), which allows efficient and timely analysis of multiple samples in parallel, without requiring additional ChIP-seq experiments. Finally, using advanced approaches for biophysical modelling and stripe calling we generate accurate loop extrusion polymer models for a region of interest and provide a detailed picture of architectural stripes, respectively.
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Affiliation(s)
- Karolina Buka
- University of Warsaw, Centre of New Technologies, Laboratory of Functional and Structural Genomics, Warsaw, Poland.
| | - Zofia Parteka-Tojek
- University of Warsaw, Centre of New Technologies, Laboratory of Functional and Structural Genomics, Warsaw, Poland
- Warsaw University of Technology, Faculty of Mathematics and Information Science, Laboratory of Bioinformatics and Computational Genomics, Warsaw, Poland
| | - Abhishek Agarwal
- University of Warsaw, Centre of New Technologies, Laboratory of Functional and Structural Genomics, Warsaw, Poland
| | - Michał Denkiewicz
- Warsaw University of Technology, Faculty of Mathematics and Information Science, Laboratory of Bioinformatics and Computational Genomics, Warsaw, Poland
| | - Sevastianos Korsak
- University of Warsaw, Centre of New Technologies, Laboratory of Functional and Structural Genomics, Warsaw, Poland
- Warsaw University of Technology, Faculty of Mathematics and Information Science, Laboratory of Bioinformatics and Computational Genomics, Warsaw, Poland
| | - Mateusz Chiliński
- University of Warsaw, Centre of New Technologies, Laboratory of Functional and Structural Genomics, Warsaw, Poland
- Warsaw University of Technology, Faculty of Mathematics and Information Science, Laboratory of Bioinformatics and Computational Genomics, Warsaw, Poland
- Section for Computational and RNA Biology, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Krzysztof H Banecki
- University of Warsaw, Centre of New Technologies, Laboratory of Functional and Structural Genomics, Warsaw, Poland
- Warsaw University of Technology, Faculty of Mathematics and Information Science, Laboratory of Bioinformatics and Computational Genomics, Warsaw, Poland
| | - Dariusz Plewczynski
- University of Warsaw, Centre of New Technologies, Laboratory of Functional and Structural Genomics, Warsaw, Poland.
- Warsaw University of Technology, Faculty of Mathematics and Information Science, Laboratory of Bioinformatics and Computational Genomics, Warsaw, Poland.
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4
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Nolan B, Harris HL, Kalluchi A, Reznicek TE, Cummings C, Rowley MJ. HiCrayon reveals distinct layers of multi-state 3D chromatin organization. NAR Genom Bioinform 2024; 6:lqae182. [PMID: 39703428 PMCID: PMC11655295 DOI: 10.1093/nargab/lqae182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 11/11/2024] [Accepted: 12/10/2024] [Indexed: 12/21/2024] Open
Abstract
Chromatin contact maps are often shown as 2D heatmaps and visually compared to 1D genomic data by simple juxtaposition. While common, this strategy is imprecise, placing the onus on the reader to align features with each other. To remedy this, we developed HiCrayon, an interactive tool that facilitates the integration of 3D chromatin organization maps and 1D datasets. This visualization method integrates data from genomic assays directly into the chromatin contact map by coloring interactions according to 1D signal. HiCrayon is implemented using R shiny and python to create a graphical user interface application, available in both web and containerized format to promote accessibility. We demonstrate the utility of HiCrayon in visualizing the effectiveness of compartment calling and the relationship between ChIP-seq and various features of chromatin organization. We also demonstrate the improved visualization of other 3D genomic phenomena, such as differences between loops associated with CTCF/cohesin versus those associated with H3K27ac. We then demonstrate HiCrayon's visualization of organizational changes that occur during differentiation and use HiCrayon to detect compartment patterns that cannot be assigned to either A or B compartments, revealing a distinct third chromatin compartment.
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Affiliation(s)
- Ben Nolan
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA
| | - Hannah L Harris
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA
| | - Achyuth Kalluchi
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA
| | - Timothy E Reznicek
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA
| | - Christopher T Cummings
- Department of Pediatrics, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA
| | - M Jordan Rowley
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA
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5
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Zhang Y, Qi F, Chen P, Liu BF, Li Y. Spatially defined microenvironment for engineering organoids. BIOPHYSICS REVIEWS 2024; 5:041302. [PMID: 39679203 PMCID: PMC11646138 DOI: 10.1063/5.0198848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 10/01/2024] [Indexed: 12/17/2024]
Abstract
In the intricately defined spatial microenvironment, a single fertilized egg remarkably develops into a conserved and well-organized multicellular organism. This observation leads us to hypothesize that stem cells or other seed cell types have the potential to construct fully structured and functional tissues or organs, provided the spatial cues are appropriately configured. Current organoid technology, however, largely depends on spontaneous growth and self-organization, lacking systematic guided intervention. As a result, the structures replicated in vitro often emerge in a disordered and sparse manner during growth phases. Although existing organoids have made significant contributions in many aspects, such as advancing our understanding of development and pathogenesis, aiding personalized drug selection, as well as expediting drug development, their potential in creating large-scale implantable tissue or organ constructs, and constructing multicomponent microphysiological systems, together with functioning at metabolic levels remains underutilized. Recent discoveries have demonstrated that the spatial definition of growth factors not only induces directional growth and migration of organoids but also leads to the formation of assembloids with multiple regional identities. This opens new avenues for the innovative engineering of higher-order organoids. Concurrently, the spatial organization of other microenvironmental cues, such as physical stresses, mechanical loads, and material composition, has been minimally explored. This review delves into the burgeoning field of organoid engineering with a focus on potential spatial microenvironmental control. It offers insight into the molecular principles, expected outcomes, and potential applications, envisioning a future perspective in this domain.
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Affiliation(s)
- Yilan Zhang
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics and Molecular Imaging Key Laboratory, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Fukang Qi
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics and Molecular Imaging Key Laboratory, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Peng Chen
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics and Molecular Imaging Key Laboratory, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Bi-Feng Liu
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics and Molecular Imaging Key Laboratory, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Yiwei Li
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics and Molecular Imaging Key Laboratory, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China
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6
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Merz S, Senée V, Philippi A, Oswald F, Shaigan M, Führer M, Drewes C, Allgöwer C, Öllinger R, Heni M, Boland A, Deleuze JF, Birkhofer F, Gusmao EG, Wagner M, Hohwieler M, Breunig M, Rad R, Siebert R, Messerer DAC, Costa IG, Alvarez F, Julier C, Kleger A, Heller S. A ONECUT1 regulatory, non-coding region in pancreatic development and diabetes. Cell Rep 2024; 43:114853. [PMID: 39427318 DOI: 10.1016/j.celrep.2024.114853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 08/25/2024] [Accepted: 09/24/2024] [Indexed: 10/22/2024] Open
Abstract
In a patient with permanent neonatal syndromic diabetes clinically similar to cases with ONECUT1 biallelic mutations, we identified a disease-causing deletion located upstream of ONECUT1. Through genetic, genomic, and functional studies, we identified a crucial regulatory region acting as an enhancer of ONECUT1 specifically during pancreatic development. This enhancer region contains a low-frequency variant showing a strong association with type 2 diabetes and other glycemic traits, thus extending the contribution of this region to common forms of diabetes. Clinical relevance is provided by experimentally tailored therapy options for patients carrying ONECUT1 coding or regulatory mutations.
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Affiliation(s)
- Sarah Merz
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany
| | - Valérie Senée
- Université Paris Cité, Institut Cochin, INSERM U1016, CNRS UMR 8104, Paris, France
| | - Anne Philippi
- Université Paris Cité, Institut Cochin, INSERM U1016, CNRS UMR 8104, Paris, France
| | - Franz Oswald
- Department of Internal Medicine 1, Ulm University Hospital, Ulm, Germany
| | - Mina Shaigan
- Institute for Computational Genomics, RWTH Aachen University Medical School, Aachen, Germany
| | - Marita Führer
- Institute for Clinical Transfusion Medicine and Immunogenetics, German Red Cross Blood Transfusion Service Baden-Württemberg-Hessen and University Hospital Ulm, Ulm, Germany
| | - Cosima Drewes
- Institute of Human Genetics, Ulm University & Ulm University Medical Center, Ulm, Germany
| | - Chantal Allgöwer
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany
| | - Rupert Öllinger
- Institute of Molecular Oncology and Functional Genomics, Center for Translational Cancer Research and Department of Medicine II, School of Medicine, Technical University of Munich, Munich, Germany
| | - Martin Heni
- Division of Endocrinology and Diabetology, Department of Internal Medicine 1, Ulm University Hospital, Ulm, Germany; Institute for Clinical Chemistry and Pathobiochemistry, Department for Diagnostic Laboratory Medicine, University Hospital Tübingen, Tübingen, Germany
| | - Anne Boland
- Université Paris-Saclay, CEA, Centre National de Recherche en Génomique Humaine (CNRGH), Evry, France
| | - Jean-François Deleuze
- Université Paris-Saclay, CEA, Centre National de Recherche en Génomique Humaine (CNRGH), Evry, France
| | - Franziska Birkhofer
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany
| | - Eduardo G Gusmao
- Centre of Informatics, Federal University of Pernambuco, Recife, Brazil
| | - Martin Wagner
- Department of Internal Medicine 1, Ulm University Hospital, Ulm, Germany
| | - Meike Hohwieler
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany
| | - Markus Breunig
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany
| | - Roland Rad
- Institute of Molecular Oncology and Functional Genomics, Center for Translational Cancer Research and Department of Medicine II, School of Medicine, Technical University of Munich, Munich, Germany
| | - Reiner Siebert
- Institute of Human Genetics, Ulm University & Ulm University Medical Center, Ulm, Germany
| | - David Alexander Christian Messerer
- Institute for Clinical Transfusion Medicine and Immunogenetics, German Red Cross Blood Transfusion Service Baden-Württemberg-Hessen and University Hospital Ulm, Ulm, Germany; Institute for Transfusion Medicine, University Hospital Ulm, Ulm, Germany
| | - Ivan G Costa
- Institute for Computational Genomics, RWTH Aachen University Medical School, Aachen, Germany
| | - Fernando Alvarez
- Division of Gastroenterology, Hepatology & Nutrition, CHU Sainte-Justine, University of Montreal, Montreal, QC, Canada
| | - Cécile Julier
- Université Paris Cité, Institut Cochin, INSERM U1016, CNRS UMR 8104, Paris, France.
| | - Alexander Kleger
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany; Division of Interdisciplinary Pancreatology, Department of Internal Medicine 1, Ulm University Hospital, Ulm, Germany; Core Facility Organoids, Ulm University, Ulm, Germany.
| | - Sandra Heller
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany.
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7
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Nolan B, Reznicek TE, Cummings CT, Rowley MJ. The chromatin tapestry as a framework for neurodevelopment. Genome Res 2024; 34:1477-1486. [PMID: 39472026 PMCID: PMC11529992 DOI: 10.1101/gr.278408.123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
The neuronal nucleus houses a meticulously organized genome. Within this structure, genetic material is not simply compacted but arranged into a precise and functional 3D chromatin landscape essential for cellular regulation. This mini-review highlights the importance of this chromatin landscape in healthy neurodevelopment, as well as the diseases that occur with aberrant chromatin architecture. We discuss insights into the fundamental mechanistic relationship between histone modifications, DNA methylation, and genome organization. We then discuss findings that reveal how these epigenetic features change throughout normal neurodevelopment. Finally, we highlight single-gene neurodevelopmental disorders that illustrate the interdependence of epigenetic features, showing how disruptions in DNA methylation or genome architecture can ripple across the entire epigenome. As such, we emphasize the importance of measuring multiple chromatin architectural aspects, as the disruption of one mechanism can likely impact others in the intricate epigenetic network. This mini-review underscores the vast gaps in our understanding of chromatin structure in neurodevelopmental diseases and the substantial research needed to understand the interplay between chromatin features and neurodevelopment.
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Affiliation(s)
- Ben Nolan
- Department of Genetics, Cell Biology and Anatomy, Omaha, Nebraska 68198, USA
| | - Timothy E Reznicek
- Department of Genetics, Cell Biology and Anatomy, Omaha, Nebraska 68198, USA
| | - Christopher T Cummings
- Department of Pediatrics, University of Nebraska Medical Center, Omaha, Nebraska 68198, USA
| | - M Jordan Rowley
- Department of Genetics, Cell Biology and Anatomy, Omaha, Nebraska 68198, USA;
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8
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Begolli R, Patouna A, Vardakas P, Xagara A, Apostolou K, Kouretas D, Giakountis A. Deciphering the Landscape of GATA-Mediated Transcriptional Regulation in Gastric Cancer. Antioxidants (Basel) 2024; 13:1267. [PMID: 39456519 PMCID: PMC11504088 DOI: 10.3390/antiox13101267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 10/11/2024] [Accepted: 10/16/2024] [Indexed: 10/28/2024] Open
Abstract
Gastric cancer (GC) is an asymptomatic malignancy in early stages, with an invasive and cost-ineffective diagnostic toolbox that contributes to severe global mortality rates on an annual basis. Ectopic expression of the lineage survival transcription factors (LS-TFs) GATA4 and 6 promotes stomach oncogenesis. However, LS-TFs also govern important physiological roles, hindering their direct therapeutic targeting. Therefore, their downstream target genes are particularly interesting for developing cancer-specific molecular biomarkers or therapeutic agents. In this work, we couple inducible knockdown systems with chromatin immunoprecipitation and RNA-seq to thoroughly detect and characterize direct targets of GATA-mediated transcriptional regulation in gastric cancer cells. Our experimental and computational strategy provides evidence that both factors regulate the expression of several coding and non-coding RNAs that in turn mediate for their cancer-promoting phenotypes, including but not limited to cell cycle, apoptosis, ferroptosis, and oxidative stress response. Finally, the diagnostic and prognostic potential of four metagene signatures consisting of selected GATA4/6 target transcripts is evaluated in a multi-cancer panel of ~7000 biopsies from nineteen tumor types, revealing elevated specificity for gastrointestinal tumors. In conclusion, our integrated strategy uncovers the landscape of GATA-mediated coding and non-coding transcriptional regulation, providing insights regarding their molecular and clinical function in gastric cancer.
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Affiliation(s)
- Rodiola Begolli
- Laboratory of Molecular Biology and Genomics, Department of Biochemistry and Biotechnology, University of Thessaly, Biopolis, Mezourlo, 41500 Larissa, Greece
| | - Anastasia Patouna
- Laboratory of Animal Physiology, Department of Biochemistry and Biotechnology, University of Thessaly, Biopolis, Mezourlo, 41500 Larissa, Greece
| | - Periklis Vardakas
- Laboratory of Animal Physiology, Department of Biochemistry and Biotechnology, University of Thessaly, Biopolis, Mezourlo, 41500 Larissa, Greece
| | - Anastasia Xagara
- Laboratory of Oncology, Faculty of Medicine, School of Health Sciences, University of Thessaly, Biopolis, Mezourlo, 41110 Larissa, Greece
| | - Kleanthi Apostolou
- Laboratory of Molecular Biology and Genomics, Department of Biochemistry and Biotechnology, University of Thessaly, Biopolis, Mezourlo, 41500 Larissa, Greece
| | - Demetrios Kouretas
- Laboratory of Animal Physiology, Department of Biochemistry and Biotechnology, University of Thessaly, Biopolis, Mezourlo, 41500 Larissa, Greece
| | - Antonis Giakountis
- Laboratory of Molecular Biology and Genomics, Department of Biochemistry and Biotechnology, University of Thessaly, Biopolis, Mezourlo, 41500 Larissa, Greece
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9
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Harris HL, Rowley MJ. Mechanistic drivers of chromatin organization into compartments. Curr Opin Genet Dev 2024; 86:102193. [PMID: 38626581 PMCID: PMC11898215 DOI: 10.1016/j.gde.2024.102193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 03/11/2024] [Accepted: 03/26/2024] [Indexed: 04/18/2024]
Abstract
The human genome is not just a simple string of DNA, it is a complex and dynamic entity intricately folded within the cell's nucleus. This three-dimensional organization of chromatin, the combination of DNA and proteins in the nucleus, is crucial for many biological processes and has been prominently studied for its intricate relationship to gene expression. Indeed, the transcriptional machinery does not operate in isolation but interacts intimately with the folded chromatin structure. Techniques for chromatin conformation capture, including genome-wide sequencing approaches, have revealed key organizational features of chromatin, such as the formation of loops by CCCTC-binding factor (CTCF) and the division of loci into chromatin compartments. While much of the recent research and reviews have focused on CTCF loops, we discuss several new revelations that have emerged concerning chromatin compartments, with a particular focus on what is known about mechanistic drivers of compartmentalization. These insights challenge the traditional views of chromatin organization and reveal the complexity behind the formation and maintenance of chromatin compartments.
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Affiliation(s)
- Hannah L Harris
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha 68198, NE, USA
| | - M Jordan Rowley
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha 68198, NE, USA.
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10
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Chen J, Lu J, Wang SN, Miao CY. Application and challenge of pancreatic organoids in therapeutic research. Front Pharmacol 2024; 15:1366417. [PMID: 38855754 PMCID: PMC11157021 DOI: 10.3389/fphar.2024.1366417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Accepted: 05/06/2024] [Indexed: 06/11/2024] Open
Abstract
The in-vivo non-human primate animal and in-vitro cell disease models play a crucial part in the study of the mechanisms underlying the occurrence and development of pancreatic diseases, but with increasingly prominent limitations with in-depth research. Organoids derived from human pluripotent and adult stem cells resemble human in-vivo organs in their cellular composition, spatial tissue structure and physiological function, making them as an advantageous research tool. Up until now, numerous human organoids, including pancreas, have been effectively developed, demonstrating significant potential for research in organ development, disease modeling, drug screening, and regenerative medicine. However, different from intestine, liver and other organs, the pancreas is the only special organ in the human body, consisting of an exocrine gland and an endocrine gland. Thus, the development of pancreatic organoid technology faces greater challenges, and how to construct a composite pancreatic organoid with exocrine and endocrine gland is still difficult in current research. By reviewing the fundamental architecture and physiological role of the human pancreas, along with the swiftly developing domain of pancreatic organoids, we summarize the method and characteristics of human pancreatic organoids, and its application in modeling pancreatic diseases, as a platform for individualized drug screening and in regenerative medicine study. As the first comprehensive review that focus on the pharmacological study of human pancreatic organoid, the review hopes to help scholars to have a deeper understanding in the study of pancreatic organoid.
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Affiliation(s)
- Jin Chen
- Department of Endocrinology and Metabolism, Changhai Hospital, Second Military University /Naval Medical University, Shanghai, China
- Department of Pharmacology, Second Military Medical University /Naval Medical University, Shanghai, China
| | - Jin Lu
- Department of Endocrinology and Metabolism, Changhai Hospital, Second Military University /Naval Medical University, Shanghai, China
| | - Shu-Na Wang
- Department of Pharmacology, Second Military Medical University /Naval Medical University, Shanghai, China
| | - Chao-Yu Miao
- Department of Pharmacology, Second Military Medical University /Naval Medical University, Shanghai, China
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Nolan B, Harris HL, Kalluchi A, Reznicek TE, Cummings CT, Rowley MJ. HiCrayon reveals distinct layers of multi-state 3D chromatin organization. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.11.579821. [PMID: 38405883 PMCID: PMC10888951 DOI: 10.1101/2024.02.11.579821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
The co-visualization of chromatin conformation with 1D 'omics data is key to the multi-omics driven data analysis of 3D genome organization. Chromatin contact maps are often shown as 2D heatmaps and visually compared to 1D genomic data by simple juxtaposition. While common, this strategy is imprecise, placing the onus on the reader to align features with each other. To remedy this, we developed HiCrayon, an interactive tool that facilitates the integration of 3D chromatin organization maps and 1D datasets. This visualization method integrates data from genomic assays directly into the chromatin contact map by coloring interactions according to 1D signal. HiCrayon is implemented using R shiny and python to create a graphical user interface (GUI) application, available in both web or containerized format to promote accessibility. HiCrayon is implemented in R, and includes a graphical user interface (GUI), as well as a slimmed-down web-based version that lets users quickly produce publication-ready images. We demonstrate the utility of HiCrayon in visualizing the effectiveness of compartment calling and the relationship between ChIP-seq and various features of chromatin organization. We also demonstrate the improved visualization of other 3D genomic phenomena, such as differences between loops associated with CTCF/cohesin vs. those associated with H3K27ac. We then demonstrate HiCrayon's visualization of organizational changes that occur during differentiation and use HiCrayon to detect compartment patterns that cannot be assigned to either A or B compartments, revealing a distinct 3rd chromatin compartment. Overall, we demonstrate the utility of co-visualizing 2D chromatin conformation with 1D genomic signals within the same matrix to reveal fundamental aspects of genome organization. Local version: https://github.com/JRowleyLab/HiCrayon Web version: https://jrowleylab.com/HiCrayon.
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Affiliation(s)
- Ben Nolan
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, 68198, NE, USA
| | - Hannah L. Harris
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, 68198, NE, USA
| | - Achyuth Kalluchi
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, 68198, NE, USA
| | - Timothy E. Reznicek
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, 68198, NE, USA
| | - Christopher T. Cummings
- Department of Pediatrics, University of Nebraska Medical Center, Emile St, Omaha, 68198, NE, USA
| | - M. Jordan Rowley
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, 68198, NE, USA
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