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Huang FBQ, Liao K, Sun YN, Li ZH, Zhang YR, Liao PF, Jiang SY, Zhu ZY, Chen DY, Lei Y, Liu SP, Lin YN, Zhuang ZK. Cross-species single-cell transcriptomics reveals neuronal similarities and heterogeneity in amniote pallium. Zool Res 2025; 46:193-208. [PMID: 39846196 PMCID: PMC11891007 DOI: 10.24272/j.issn.2095-8137.2024.102] [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: 08/14/2024] [Accepted: 10/11/2024] [Indexed: 01/24/2025] Open
Abstract
The amniote pallium, a vital component of the forebrain, exhibits considerable evolutionary divergence across species and mediates diverse functions, including sensory processing, memory formation, and learning. However, the relationships among pallial subregions in different species remain poorly characterized, particularly regarding the identification of homologous neurons and their transcriptional signatures. In this study, we utilized single-nucleus RNA sequencing to examine over 130 000 nuclei from the macaque ( Macaca fascicularis) neocortex, complemented by datasets from humans ( Homo sapiens), mice ( Mus musculus), zebra finches ( Taeniopygia guttata), turtles ( Chrysemys picta bellii), and lizards ( Pogona vitticeps), enabling comprehensive cross-species comparison. Results revealed transcriptomic conservation and species-specific distinctions within the amniote pallium. Notable similarities were observed among cell subtypes, particularly within PVALB + inhibitory neurons, which exhibited species-preferred subtypes. Furthermore, correlations between pallial subregions and several transcription factor candidates were identified, including RARB, DLX2, STAT6, NR3C1, and THRB, with potential regulatory roles in gene expression in mammalian pallial neurons compared to their avian and reptilian counterparts. These results highlight the conserved nature of inhibitory neurons, remarkable regional divergence of excitatory neurons, and species-specific gene expression and regulation in amniote pallial neurons. Collectively, these findings provide valuable insights into the evolutionary dynamics of the amniote pallium.
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Affiliation(s)
- Fu-Bao-Qian Huang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, Guangdong 510006, China
- BGI Research, Hangzhou, Zhejiang 310030, China
| | - Kuo Liao
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, Guangdong 510006, China
- BGI Research, Hangzhou, Zhejiang 310030, China
| | - Yu-Nong Sun
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, Guangdong 510006, China
- BGI Research, Hangzhou, Zhejiang 310030, China
| | - Zi-Hao Li
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, Guangdong 510006, China
- BGI Research, Hangzhou, Zhejiang 310030, China
| | - Yan-Ru Zhang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, Guangdong 510006, China
| | - Ping-Fang Liao
- BGI Research, Hangzhou, Zhejiang 310030, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Si-Yuan Jiang
- BGI Research, Hangzhou, Zhejiang 310030, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zhi-Yong Zhu
- BGI Research, Hangzhou, Zhejiang 310030, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Duo-Yuan Chen
- BGI Research, Hangzhou, Zhejiang 310030, China
- BGI Research, Shenzhen, Guangdong 518083, China
| | - Ying Lei
- BGI Research, Hangzhou, Zhejiang 310030, China
- BGI Research, Shenzhen, Guangdong 518083, China
| | - Shi-Ping Liu
- BGI Research, Hangzhou, Zhejiang 310030, China
- BGI Research, Shenzhen, Guangdong 518083, China
| | - You-Ning Lin
- BGI Research, Hangzhou, Zhejiang 310030, China
- BGI Research, Shenzhen, Guangdong 518083, China. E-mail:
| | - Zhen-Kun Zhuang
- BGI Research, Hangzhou, Zhejiang 310030, China
- BGI Research, Shenzhen, Guangdong 518083, China. E-mail:
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2
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Ealo T, Sanchez-Gaya V, Respuela P, Muñoz-San Martín M, Martin-Batista E, Haro E, Rada-Iglesias A. Cooperative insulation of regulatory domains by CTCF-dependent physical insulation and promoter competition. Nat Commun 2024; 15:7258. [PMID: 39179577 PMCID: PMC11344162 DOI: 10.1038/s41467-024-51602-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 08/10/2024] [Indexed: 08/26/2024] Open
Abstract
The specificity of gene expression during development requires the insulation of regulatory domains to avoid inappropriate enhancer-gene interactions. In vertebrates, this insulator function is mostly attributed to clusters of CTCF sites located at topologically associating domain (TAD) boundaries. However, TAD boundaries allow some physical crosstalk across regulatory domains, which is at odds with the specific and precise expression of developmental genes. Here we show that developmental genes and nearby clusters of CTCF sites cooperatively foster the robust insulation of regulatory domains. By genetically dissecting a couple of representative loci in mouse embryonic stem cells, we show that CTCF sites prevent undesirable enhancer-gene contacts (i.e. physical insulation), while developmental genes preferentially contribute to regulatory insulation through non-structural mechanisms involving promoter competition rather than enhancer blocking. Overall, our work provides important insights into the insulation of regulatory domains, which in turn might help interpreting the pathological consequences of certain structural variants.
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Affiliation(s)
- Thais Ealo
- Institute of Biomedicine and Biotechnology of Cantabria (IBBTEC), CSIC/Universidad de Cantabria, Santander, Spain
| | - Victor Sanchez-Gaya
- Institute of Biomedicine and Biotechnology of Cantabria (IBBTEC), CSIC/Universidad de Cantabria, Santander, Spain.
| | - Patricia Respuela
- Institute of Biomedicine and Biotechnology of Cantabria (IBBTEC), CSIC/Universidad de Cantabria, Santander, Spain
| | - María Muñoz-San Martín
- Institute of Biomedicine and Biotechnology of Cantabria (IBBTEC), CSIC/Universidad de Cantabria, Santander, Spain
- Service of Neurology, University Hospital Marqués de Valdecilla, Universidad de Cantabria and IDIVAL, Santander, Spain
| | | | - Endika Haro
- Institute of Biomedicine and Biotechnology of Cantabria (IBBTEC), CSIC/Universidad de Cantabria, Santander, Spain.
| | - Alvaro Rada-Iglesias
- Institute of Biomedicine and Biotechnology of Cantabria (IBBTEC), CSIC/Universidad de Cantabria, Santander, Spain.
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3
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Peraldi R, Kmita M. 40 years of the homeobox: mechanisms of Hox spatial-temporal collinearity in vertebrates. Development 2024; 151:dev202508. [PMID: 39167089 DOI: 10.1242/dev.202508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/23/2024]
Abstract
Animal body plans are established during embryonic development by the Hox genes. This patterning process relies on the differential expression of Hox genes along the head-to-tail axis. Hox spatial collinearity refers to the relationship between the organization of Hox genes in clusters and the differential Hox expression, whereby the relative order of the Hox genes within a cluster mirrors the spatial sequence of expression in the developing embryo. In vertebrates, the cluster organization is also associated with the timing of Hox activation, which harmonizes Hox expression with the progressive emergence of axial tissues. Thereby, in vertebrates, Hox temporal collinearity is intimately linked to Hox spatial collinearity. Understanding the mechanisms contributing to Hox temporal and spatial collinearity is thus key to the comprehension of vertebrate patterning. Here, we provide an overview of the main discoveries pertaining to the mechanisms of Hox spatial-temporal collinearity.
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Affiliation(s)
- Rodrigue Peraldi
- Genetics and Development Research Unit, Institut de Recherches Cliniques de Montréal, Montréal, Québec H2W 1R7, Canada
- Programme de Biologie Moléculaire, Université de Montréal, Montréal, Québec H3C 3J7, Canada
| | - Marie Kmita
- Genetics and Development Research Unit, Institut de Recherches Cliniques de Montréal, Montréal, Québec H2W 1R7, Canada
- Programme de Biologie Moléculaire, Université de Montréal, Montréal, Québec H3C 3J7, Canada
- Département de Médecine, Université de Montréal, Montréal, Québec H3C 3J7, Canada
- Department of Experimental Medicine, McGill University, Montreal, Quebec H4A 3J1, Canada
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4
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Wang Z, Tian W, Guo Y, Wang D, Zhang Y, Zhi Y, Li D, Li W, Li Z, Jiang R, Han R, Sun G, Li G, Tian Y, Li H, Kang X, Liu X. Dynamic alternations of three-dimensional chromatin architecture contribute to phenotypic characteristics of breast muscle in chicken. Commun Biol 2024; 7:910. [PMID: 39068219 PMCID: PMC11283561 DOI: 10.1038/s42003-024-06599-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Accepted: 07/17/2024] [Indexed: 07/30/2024] Open
Abstract
Breast muscle growth rate and intramuscular fat (IMF) content show apparent differences between fast-growing broilers and slow-growing indigenous chickens. However, the underlying genetic basis of these phenotypic characteristics remains elusive. In this study, we investigate the dynamic alterations of three-dimensional genome architecture and chromatin accessibility in breast muscle across four key developmental stages from embryo to starter chick in Arbor Acres (AA) broilers and Yufen (YF) indigenous chickens. The limited breed-specifically up-regulated genes (Bup-DEGs) are embedded in breed-specific A compartment, while a majority of the Bup-DEGs involving myogenesis and adipogenesis are regulated by the breed-specific TAD reprogramming. Chromatin loops allow distal accessible regions to interact with myogenic genes, and those loops share an extremely low similarity between chicken with different growth rate. Moreover, AA-specific loop interactions promote the expression of 40 Bup-DEGs, such as IGF1, which contributes to myofiber hypertrophy. YF-specific loop interactions or distal accessible regions lead to increased expression of 5 Bup-DEGs, including PIGO, PEMT, DHCR7, TMEM38B, and DHDH, which contribute to IMF deposition. These results help elucidate the regulation of breast muscle growth and IMF deposition in chickens.
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Affiliation(s)
- Zhang Wang
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
| | - Weihua Tian
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
| | - Yulong Guo
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
| | - Dandan Wang
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
| | - Yanyan Zhang
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
| | - Yihao Zhi
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
| | - Donghua Li
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
- Henan Innovative Engineering Research Center of Poultry Germplasm Resource, Zhengzhou, 450002, China
- International Joint Research, Laboratory for Poultry Breeding of Henan, Zhengzhou, 450002, China
| | - Wenting Li
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
- Henan Innovative Engineering Research Center of Poultry Germplasm Resource, Zhengzhou, 450002, China
- International Joint Research, Laboratory for Poultry Breeding of Henan, Zhengzhou, 450002, China
| | - Zhuanjian Li
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
- Henan Innovative Engineering Research Center of Poultry Germplasm Resource, Zhengzhou, 450002, China
- International Joint Research, Laboratory for Poultry Breeding of Henan, Zhengzhou, 450002, China
| | - Ruirui Jiang
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
- Henan Innovative Engineering Research Center of Poultry Germplasm Resource, Zhengzhou, 450002, China
- International Joint Research, Laboratory for Poultry Breeding of Henan, Zhengzhou, 450002, China
| | - Ruili Han
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
- Henan Innovative Engineering Research Center of Poultry Germplasm Resource, Zhengzhou, 450002, China
- International Joint Research, Laboratory for Poultry Breeding of Henan, Zhengzhou, 450002, China
| | - Guirong Sun
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
- Henan Innovative Engineering Research Center of Poultry Germplasm Resource, Zhengzhou, 450002, China
- International Joint Research, Laboratory for Poultry Breeding of Henan, Zhengzhou, 450002, China
| | - Guoxi Li
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
- Henan Innovative Engineering Research Center of Poultry Germplasm Resource, Zhengzhou, 450002, China
- International Joint Research, Laboratory for Poultry Breeding of Henan, Zhengzhou, 450002, China
| | - Yadong Tian
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
- Henan Innovative Engineering Research Center of Poultry Germplasm Resource, Zhengzhou, 450002, China
- International Joint Research, Laboratory for Poultry Breeding of Henan, Zhengzhou, 450002, China
| | - Hong Li
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China.
- Henan Innovative Engineering Research Center of Poultry Germplasm Resource, Zhengzhou, 450002, China.
- International Joint Research, Laboratory for Poultry Breeding of Henan, Zhengzhou, 450002, China.
| | - Xiangtao Kang
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China.
- Henan Innovative Engineering Research Center of Poultry Germplasm Resource, Zhengzhou, 450002, China.
- International Joint Research, Laboratory for Poultry Breeding of Henan, Zhengzhou, 450002, China.
| | - Xiaojun Liu
- College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China.
- Henan Innovative Engineering Research Center of Poultry Germplasm Resource, Zhengzhou, 450002, China.
- International Joint Research, Laboratory for Poultry Breeding of Henan, Zhengzhou, 450002, China.
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5
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Hintermann A, Bolt CC, Hawkins MB, Valentin G, Lopez-Delisle L, Gitto S, Gómez PB, Mascrez B, Mansour TA, Nakamura T, Harris MP, Shubin NH, Duboule D. EVOLUTIONARY CO-OPTION OF AN ANCESTRAL CLOACAL REGULATORY LANDSCAPE DURING THE EMERGENCE OF DIGITS AND GENITALS. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.24.586442. [PMID: 38585989 PMCID: PMC10996561 DOI: 10.1101/2024.03.24.586442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
The transition from fins to limbs has been a rich source of discussion for more than a century. One open and important issue is understanding how the mechanisms that pattern digits arose during vertebrate evolution. In this context, the analysis of Hox gene expression and functions to infer evolutionary scenarios has been a productive approach to explain the changes in organ formation, particularly in limbs. In tetrapods, the transcription of Hoxd genes in developing digits depends on a well-characterized set of enhancers forming a large regulatory landscape1,2. This control system has a syntenic counterpart in zebrafish, even though they lack bona fide digits, suggestive of deep homology3 between distal fin and limb developmental mechanisms. We tested the global function of this landscape to assess ancestry and source of limb and fin variation. In contrast to results in mice, we show here that the deletion of the homologous control region in zebrafish has a limited effect on the transcription of hoxd genes during fin development. However, it fully abrogates hoxd expression within the developing cloaca, an ancestral structure related to the mammalian urogenital sinus. We show that similar to the limb, Hoxd gene function in the urogenital sinus of the mouse also depends on enhancers located in this same genomic domain. Thus, we conclude that the current regulation underlying Hoxd gene expression in distal limbs was co-opted in tetrapods from a preexisting cloacal program. The orthologous chromatin domain in fishes may illustrate a rudimentary or partial step in this evolutionary co-option.
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Affiliation(s)
- Aurélie Hintermann
- Department of Genetics and Evolution, University of Geneva, 30 quai Ernest Ansermet, 1211, Geneva, Switzerland
| | - Christopher Chase Bolt
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne EPFL, 1015 Lausanne, Switzerland
| | - M. Brent Hawkins
- Department of Genetics, Harvard Medical School, Boston, Massachusetts, USA, Department of Orthopedic Research, Boston Children’s Hospital, Boston, Massachusetts, USA
| | - Guillaume Valentin
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne EPFL, 1015 Lausanne, Switzerland
| | - Lucille Lopez-Delisle
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne EPFL, 1015 Lausanne, Switzerland
| | - Sandra Gitto
- Department of Genetics and Evolution, University of Geneva, 30 quai Ernest Ansermet, 1211, Geneva, Switzerland
| | - Paula Barrera Gómez
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne EPFL, 1015 Lausanne, Switzerland
| | - Bénédicte Mascrez
- Department of Genetics and Evolution, University of Geneva, 30 quai Ernest Ansermet, 1211, Geneva, Switzerland
| | | | - Tetsuya Nakamura
- Department of Genetics, Rutgers University, New Brunswick, NJ, USA
| | - Matthew P. Harris
- Department of Genetics, Harvard Medical School, Boston, Massachusetts, USA, Department of Orthopedic Research, Boston Children’s Hospital, Boston, Massachusetts, USA
| | - Neil H. Shubin
- Department of Organismal Biology and Anatomy, The University of Chicago, Chicago, IL, USA
| | - Denis Duboule
- Department of Genetics and Evolution, University of Geneva, 30 quai Ernest Ansermet, 1211, Geneva, Switzerland
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne EPFL, 1015 Lausanne, Switzerland
- Center for Interdisciplinary Research in Biology CIRB, Collège de France, CNRS, INSERM, Université PSL, Paris, France
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6
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Mañes-García J, Marco-Ferreres R, Beccari L. Shaping gene expression and its evolution by chromatin architecture and enhancer activity. Curr Top Dev Biol 2024; 159:406-437. [PMID: 38729683 DOI: 10.1016/bs.ctdb.2024.01.001] [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] [Indexed: 05/12/2024]
Abstract
Transcriptional regulation plays a pivotal role in orchestrating the intricate genetic programs governing embryonic development. The expression of developmental genes relies on the combined activity of several cis-regulatory elements (CREs), such as enhancers and silencers, which can be located at long linear distances from the genes that they regulate and that interact with them through establishment of chromatin loops. Mutations affecting their activity or interaction with their target genes can lead to developmental disorders and are thought to have importantly contributed to the evolution of the animal body plan. The income of next-generation-sequencing approaches has allowed identifying over a million of sequences with putative regulatory potential in the human genome. Characterizing their function and establishing gene-CREs maps is essential to decode the logic governing developmental gene expression and is one of the major challenges of the post-genomic era. Chromatin 3D organization plays an essential role in determining how CREs specifically contact their target genes while avoiding deleterious off-target interactions. Our understanding of these aspects has greatly advanced with the income of chromatin conformation capture techniques and fluorescence microscopy approaches to visualize the organization of DNA elements in the nucleus. Here we will summarize relevant aspects of how the interplay between CRE activity and chromatin 3D organization regulates developmental gene expression and how it relates to pathological conditions and the evolution of animal body plan.
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Affiliation(s)
| | | | - Leonardo Beccari
- Centro de Biología Molecular Severo Ochoa, CSIC-UAM, Madrid, Spain.
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7
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Acemel RD, Lupiáñez DG. Evolution of 3D chromatin organization at different scales. Curr Opin Genet Dev 2023; 78:102019. [PMID: 36603519 DOI: 10.1016/j.gde.2022.102019] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 11/30/2022] [Accepted: 12/03/2022] [Indexed: 01/04/2023]
Abstract
Most animal genomes fold in 3D chromatin domains called topologically associated domains (TADs) that facilitate interactions between cis-regulatory elements (CREs) and promoters. Owing to their critical role in the control of developmental gene expression, we explore how TADs have shaped animal evolution. In the light of recent studies that profile TADs in disparate animal lineages, we discuss their phylogenetic distribution and the mechanisms that underlie their formation. We present evidence indicating that TADs are plastic entities composed of genomic strata of different ages: ancient cores are combined with newer regions and brought into extant TADs through genomic rearrangements. We highlight that newly incorporated TAD strata enable the establishment of new CRE-promoter interactions and in turn new expression patterns that can drive phenotypical innovation. We further highlight how subtle changes in chromatin folding may fine-tune the expression levels of developmental genes and hold a potential for evolutionary significance.
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8
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Can changes in 3D genome architecture create new regulatory landscapes that contribute to phenotypic evolution? Essays Biochem 2022; 66:745-752. [PMID: 36250960 DOI: 10.1042/ebc20220057] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 09/20/2022] [Accepted: 09/23/2022] [Indexed: 12/13/2022]
Abstract
Animal genomes are compartmentalized into insulated regulatory units named topology-associated domains (TADs). TADs insulate gene promoters from enhancers that occupy neighboring TADs. Chromosomal rearrangements that disrupt TAD structure can generate new regulatory interactions between enhancers and promoters that were once separated into different TADs, which might lead to new gene expression patterns. On the one hand, TAD rearrangements are known to cause deleterious phenotypes, but, on the other hand, rearrangements can also create novel expression patterns that may be selected during evolution because they generate advantageous phenotypes. Here, we review recent studies that explore the effects of chromosomal rearrangements and genetic perturbations on TAD structure and gene regulation in the context of development and evolution. We discuss the possible contribution of evolutionary breakpoints (EBRs) that affect TAD structure to the evolution of gene regulation and the phenotype.
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