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Ma F, Zheng C. Single-cell phylotranscriptomics of developmental and cell type evolution. Trends Genet 2024; 40:495-510. [PMID: 38490933 DOI: 10.1016/j.tig.2024.02.005] [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: 11/23/2023] [Revised: 02/16/2024] [Accepted: 02/16/2024] [Indexed: 03/17/2024]
Abstract
Single-cell phylotranscriptomics is an emerging tool to reveal the molecular and cellular mechanisms of evolution. We summarize its utility in studying the hourglass pattern of ontogenetic evolution and for understanding the evolutionary history of cell types. The developmental hourglass model suggests that the mid-embryonic stage is the most conserved period of development across species, which is supported by morphological and molecular studies. Single-cell phylotranscriptomic analysis has revealed previously underappreciated heterogeneity in transcriptome ages among lineages and cell types throughout development, and has identified the lineages and tissues that drive the whole-organism hourglass pattern. Single-cell transcriptome age analyses also provide important insights into the origin of germ layers, the different selective forces on tissues during adaptation, and the evolutionary relationships between cell types.
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Affiliation(s)
- Fuqiang Ma
- School of Biological Sciences, The University of Hong Kong, Hong Kong SAR, China
| | - Chaogu Zheng
- School of Biological Sciences, The University of Hong Kong, Hong Kong SAR, China.
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Li C, Yang Z, Xu X, Meng L, Liu S, Yang D. Conserved and specific gene expression patterns in the embryonic development of tardigrades. Evol Dev 2024; 26:e12476. [PMID: 38654704 DOI: 10.1111/ede.12476] [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: 09/06/2023] [Revised: 02/18/2024] [Accepted: 04/03/2024] [Indexed: 04/26/2024]
Abstract
Tardigrades, commonly known as water bears, are enigmatic organisms characterized by their remarkable resilience to extreme environments despite their simple and compact body structure. To date, there is still much to understand about their evolutionary and developmental features contributing to their special body plan and abilities. This research provides preliminary insights on the conserved and specific gene expression patterns during embryonic development of water bears, focusing on the species Hypsibius exemplaris. The developmental dynamic expression analysis of the genes with various evolutionary age grades indicated that the mid-conserved stage of H. exemplaris corresponds to the period of ganglia and midgut development, with the late embryonic stage showing a transition from non-conserved to conserved state. Additionally, a comparison with Drosophila melanogaster highlighted the absence of certain pathway nodes in development-related pathways, such as Maml and Hairless, which are respectively the transcriptional co-activator and co-repressor of NOTCH regulated genes. We also employed Weighted Gene Co-expression Network Analysis (WGCNA) to investigate the expression patterns of tardigrade-specific genes during embryo development. Our findings indicated that the module containing the highest proportion of tardigrade-specific genes (TSGs) exhibits high expression levels before the mid-conserved stage, potentially playing a role in glutathione and lipid metabolism. These functions may be associated to the ecdysone synthesis and storage cell formation, which is unique to tardigrades.
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Affiliation(s)
- Chaoran Li
- State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, China
| | - Zhixiang Yang
- School of Life Sciences, Hebei University, Baoding, China
| | - Xiaofang Xu
- State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, China
| | - Lingling Meng
- School of Life Sciences, Hebei University, Baoding, China
| | - Shihao Liu
- State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, China
| | - Dong Yang
- State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, China
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Frank SA. Robustness and complexity. Cell Syst 2023; 14:1015-1020. [PMID: 38128480 DOI: 10.1016/j.cels.2023.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 08/19/2023] [Accepted: 11/09/2023] [Indexed: 12/23/2023]
Abstract
When a system robustly corrects component-level errors, the direct pressure on component performance declines. Components become less reliable, maintain more genetic variability, or drift neutrally, creating new forms of complexity. Examples include the hourglass pattern of biological development and the hourglass architecture for robustly complex systems in engineering.
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Affiliation(s)
- Steven A Frank
- Department of Ecology and Evolutionary Biology, University of California, Irvine, Irvine, CA 92697-2525, USA.
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Ullrich KK, Glytnasi NE. oggmap: a Python package to extract gene ages per orthogroup and link them with single-cell RNA data. Bioinformatics 2023; 39:btad657. [PMID: 37952198 PMCID: PMC10663984 DOI: 10.1093/bioinformatics/btad657] [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: 04/06/2023] [Revised: 09/22/2023] [Accepted: 11/09/2023] [Indexed: 11/14/2023] Open
Abstract
SUMMARY For model species, single-cell RNA-based cell atlases are available. A good cell atlas includes all major stages in a species' ontogeny, and soon, they will be standard even for nonmodel species. Here, we propose a Python package called oggmap, which allows for the easy extraction of an orthomap (gene ages per orthogroup) for any given query species from OrthoFinder and other gene family data resources, like homologous groups from eggNOG or PLAZA. oggmap provides extracted gene ages for more than thousand eukaryotic species which can be further used to calculate gene age-weighted expression data from scRNA sequencing objects using the Python Scanpy toolkit. Not limited to one transcriptome evolutionary index, oggmap can visualize the individual gene category (e.g. age class, nucleotide diversity bin) and their corresponding expression profiles to investigate scRNA-based cell type assignments in an evolutionary context. AVAILABILITY AND IMPLEMENTATION oggmap source code is available at https://github.com/kullrich/oggmap, documentation is available at https://oggmap.readthedocs.io/en/latest/. oggmap can be installed via PyPi or directly used via a docker container.
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Affiliation(s)
- Kristian K Ullrich
- Department for Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany
| | - Nikoleta E Glytnasi
- Max Planck Research Group: Dynamics of Social Behavior, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany
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Lim DS, Kim J, Kim W, Kim N, Lee SH, Lee D, Lee J. daf-42 is an evolutionarily young gene essential for dauer development in Caenorhabditis elegans. Genetics 2023; 224:iyad097. [PMID: 37216205 DOI: 10.1093/genetics/iyad097] [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: 08/23/2022] [Revised: 05/14/2023] [Accepted: 05/15/2023] [Indexed: 05/24/2023] Open
Abstract
Under adverse environmental conditions, nematodes arrest into dauer, an alternative developmental stage for diapause. Dauer endures unfavorable environments and interacts with host animals to access favorable environments, thus playing a critical role in survival. Here, we report that in Caenorhabditis elegans, daf-42 is essential for development into the dauer stage, as the null mutant of daf-42 exhibited a "no viable dauer" phenotype in which no viable dauers were obtained in any dauer-inducing conditions. Long-term time lapse microscopy of synchronized larvae revealed that daf-42 is involved in developmental changes from the pre-dauer L2d stage to the dauer stage. daf-42 encodes large, disordered proteins of various sizes that are expressed in and secreted from the seam cells within a narrow time window shortly before the molt into dauer stage. Transcriptome analysis showed that the transcription of genes involved in larval physiology and dauer metabolism is highly affected by the daf-42 mutation. Contrary to the notion that essential genes that control the life and death of an organism may be well conserved across diverse species, daf-42 is an evolutionarily young gene conserved only in the Caenorhabditis genus. Our study shows that dauer formation is a vital process that is controlled not only by conserved genes but also by newly emerged genes, providing important insights into evolutionary mechanisms.
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Affiliation(s)
- Daisy S Lim
- Department of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea
- Institute of Molecular Biology and Genetics, Seoul National University, Seoul 08826, Republic of Korea
| | - Jun Kim
- Department of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea
- Institute of Molecular Biology and Genetics, Seoul National University, Seoul 08826, Republic of Korea
- Department of Convergent Bioscience and Informatics, College of Bioscience and Biotechnology, Chungnam National University, Daejeon 34134, Republic of Korea
| | - Wonjoo Kim
- Department of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea
- Institute of Molecular Biology and Genetics, Seoul National University, Seoul 08826, Republic of Korea
| | - Nari Kim
- Department of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea
- Institute of Molecular Biology and Genetics, Seoul National University, Seoul 08826, Republic of Korea
| | - Sang-Hee Lee
- Institute of Molecular Biology and Genetics, Seoul National University, Seoul 08826, Republic of Korea
- Korea Basic Science Institute, Ochang, Cheongju, Chungbuk 28119, Republic of Korea
| | - Daehan Lee
- Center for Integrative Genomics, University of Lausanne, CH-1015 Lausanne, Switzerland
- Department of Biological Sciences, Sungkyunkwan University, Suwon 16419, Republic of Korea
| | - Junho Lee
- Department of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea
- Institute of Molecular Biology and Genetics, Seoul National University, Seoul 08826, Republic of Korea
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