1
|
Marczuk-Rojas JP, Salmerón A, Alcayde A, Isanbaev V, Carretero-Paulet L. Plastid DNA is a major source of nuclear genome complexity and of RNA genes in the orphan crop moringa. BMC PLANT BIOLOGY 2024; 24:437. [PMID: 38773387 PMCID: PMC11110229 DOI: 10.1186/s12870-024-05158-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 05/16/2024] [Indexed: 05/23/2024]
Abstract
BACKGROUND Unlike Transposable Elements (TEs) and gene/genome duplication, the role of the so-called nuclear plastid DNA sequences (NUPTs) in shaping the evolution of genome architecture and function remains poorly studied. We investigate here the functional and evolutionary fate of NUPTs in the orphan crop Moringa oleifera (moringa), featured by the highest fraction of plastid DNA found so far in any plant genome, focusing on (i) any potential biases in their distribution in relation to specific nuclear genomic features, (ii) their contribution to the emergence of new genes and gene regions, and (iii) their impact on the expression of target nuclear genes. RESULTS In agreement with their potential mutagenic effect, NUPTs are underrepresented among structural genes, although their overall transcription levels and broadness were only lower when involved exonic regions; the occurrence of plastid DNA generally did not result in a broader expression, except among those affected in introns by older NUPTs. In contrast, we found a strong enrichment of NUPTs among specific superfamilies of retrotransposons and several classes of RNA genes, including those participating in the protein biosynthetic machinery (i.e., rRNA and tRNA genes) and a specific class of regulatory RNAs. A significant fraction of NUPT RNA genes was found to be functionally expressed, thus potentially contributing to the nuclear pool. CONCLUSIONS Our results complete our view of the molecular factors driving the evolution of nuclear genome architecture and function, and support plastid DNA in moringa as a major source of (i) genome complexity and (ii) the nuclear pool of RNA genes.
Collapse
Affiliation(s)
- Juan Pablo Marczuk-Rojas
- Department of Biology and Geology, University of Almería, Ctra. Sacramento s/n, Almería, 04120, Spain
- "Pabellón de Historia Natural-Centro de Investigación de Colecciones Científicas de la Universidad de Almería" (PHN-CECOUAL), University of Almería, Ctra. Sacramento s/n, Almería, 04120, Spain
| | - Antonio Salmerón
- Department of Mathematics and Center for the Development and Transfer of Mathematical Research to Industry (CDTIME), University of Almería, Ctra. Sacramento s/n, Almería, 04120, Spain
| | - Alfredo Alcayde
- Department of Engineering, University of Almería, Ctra. Sacramento s/n, Almería, 04120, Spain
| | - Viktor Isanbaev
- Department of Engineering, University of Almería, Ctra. Sacramento s/n, Almería, 04120, Spain
| | - Lorenzo Carretero-Paulet
- Department of Biology and Geology, University of Almería, Ctra. Sacramento s/n, Almería, 04120, Spain.
- "Pabellón de Historia Natural-Centro de Investigación de Colecciones Científicas de la Universidad de Almería" (PHN-CECOUAL), University of Almería, Ctra. Sacramento s/n, Almería, 04120, Spain.
| |
Collapse
|
2
|
Levillayer L, Brighelli C, Demeret C, Sakuntabhai A, Bureau JF. Role of two modules controlling the interaction between SKAP1 and SRC kinases comparison with SKAP2 architecture and consequences for evolution. PLoS One 2024; 19:e0296230. [PMID: 38483858 PMCID: PMC10939263 DOI: 10.1371/journal.pone.0296230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 02/28/2024] [Indexed: 03/17/2024] Open
Abstract
SRC kinase associated phosphoprotein 1 (SKAP1), an adaptor for protein assembly, plays an important role in the immune system such as stabilizing immune synapses. Understanding how these functions are controlled at the level of the protein-protein interactions is necessary to describe these processes and to develop therapeutics. Here, we dissected the SKAP1 modular organization to recognize SRC kinases and compared it to that of its paralog SRC kinase associated phosphoprotein 2 (SKAP2). Different conserved motifs common to either both proteins or specific to SKAP2 were found using this comparison. Two modules harboring different binding properties between SKAP1 and SKAP2 were identified: one composed of two conserved motifs located in the second interdomain interacting at least with the SH2 domain of SRC kinases and a second one composed of the DIM domain modulated by the SH3 domain and the activation of SRC kinases. This work suggests a convergent evolution of the binding properties of some SRC kinases interacting specifically with either SKAP1 or SKAP2.
Collapse
Affiliation(s)
- Laurine Levillayer
- Institut Pasteur, Institut National de Recherche pour l’Agriculture, Université de Paris-Cité, CNRS UMR 2000, l’Alimentation et l’Environnement (INRAE) USC 1510, Unité Écologie et Émergence des Pathogènes Transmis par les Arthropodes (EEPTA), Paris, France
| | - Camille Brighelli
- Institut Pasteur, Institut National de Recherche pour l’Agriculture, Université de Paris-Cité, CNRS UMR 2000, l’Alimentation et l’Environnement (INRAE) USC 1510, Unité Écologie et Émergence des Pathogènes Transmis par les Arthropodes (EEPTA), Paris, France
| | - Caroline Demeret
- Institut Pasteur, Université de Paris-Cité, Laboratoire Interactomique, ARN et Immunité ‐ Interactomics, RNA and Immunity, Paris, France
| | - Anavaj Sakuntabhai
- Institut Pasteur, Institut National de Recherche pour l’Agriculture, Université de Paris-Cité, CNRS UMR 2000, l’Alimentation et l’Environnement (INRAE) USC 1510, Unité Écologie et Émergence des Pathogènes Transmis par les Arthropodes (EEPTA), Paris, France
| | - Jean-François Bureau
- Institut Pasteur, Institut National de Recherche pour l’Agriculture, Université de Paris-Cité, CNRS UMR 2000, l’Alimentation et l’Environnement (INRAE) USC 1510, Unité Écologie et Émergence des Pathogènes Transmis par les Arthropodes (EEPTA), Paris, France
| |
Collapse
|
3
|
Monier M, Nuez I, Borne F, Courtier-Orgogozo V. Higher evolutionary dynamics of gene copy number for Drosophila glue genes located near short repeat sequences. BMC Ecol Evol 2024; 24:18. [PMID: 38308233 PMCID: PMC10835880 DOI: 10.1186/s12862-023-02178-y] [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: 01/19/2023] [Accepted: 11/23/2023] [Indexed: 02/04/2024] Open
Abstract
BACKGROUND During evolution, genes can experience duplications, losses, inversions and gene conversions. Why certain genes are more dynamic than others is poorly understood. Here we examine how several Sgs genes encoding glue proteins, which make up a bioadhesive that sticks the animal during metamorphosis, have evolved in Drosophila species. RESULTS We examined high-quality genome assemblies of 24 Drosophila species to study the evolutionary dynamics of four glue genes that are present in D. melanogaster and are part of the same gene family - Sgs1, Sgs3, Sgs7 and Sgs8 - across approximately 30 millions of years. We annotated a total of 102 Sgs genes and grouped them into 4 subfamilies. We present here a new nomenclature for these Sgs genes based on protein sequence conservation, genomic location and presence/absence of internal repeats. Two types of glue genes were uncovered. The first category (Sgs1, Sgs3x, Sgs3e) showed a few gene losses but no duplication, no local inversion and no gene conversion. The second group (Sgs3b, Sgs7, Sgs8) exhibited multiple events of gene losses, gene duplications, local inversions and gene conversions. Our data suggest that the presence of short "new glue" genes near the genes of the latter group may have accelerated their dynamics. CONCLUSIONS Our comparative analysis suggests that the evolutionary dynamics of glue genes is influenced by genomic context. Our molecular, phylogenetic and comparative analysis of the four glue genes Sgs1, Sgs3, Sgs7 and Sgs8 provides the foundation for investigating the role of the various glue genes during Drosophila life.
Collapse
Affiliation(s)
- Manon Monier
- Université Paris Cité, CNRS, Institut Jacques Monod, 75013, Paris, France
| | - Isabelle Nuez
- Université Paris Cité, CNRS, Institut Jacques Monod, 75013, Paris, France
| | - Flora Borne
- Université Paris Cité, CNRS, Institut Jacques Monod, 75013, Paris, France
- Department of Biological Sciences, Columbia University, New York city, New York, USA
| | | |
Collapse
|
4
|
Vance Z, McLysaght A. Ohnologs and SSD Paralogs Differ in Genomic and Expression Features Related to Dosage Constraints. Genome Biol Evol 2023; 15:evad174. [PMID: 37776514 PMCID: PMC10563793 DOI: 10.1093/gbe/evad174] [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: 03/14/2023] [Revised: 09/21/2023] [Accepted: 09/26/2023] [Indexed: 10/02/2023] Open
Abstract
Gene duplication is recognized as a critical process in genome evolution; however, many questions about this process remain unanswered. Although gene duplicability has been observed to differ by duplication mechanism and evolutionary rate, there is so far no broad characterization of its determinants. Many features correlate with this difference in duplicability; however, our ability to exploit these observations to advance our understanding of the role of duplication in evolution is hampered by limitations within existing work. In particular, the existence of methodological differences across studies impedes meaningful comparison. Here, we use consistent definitions of duplicability in the human lineage to explore these associations, allow resolution of the impact of confounding factors, and define the overall relevance of individual features. Using a classifier approach and controlling for the confounding effect of duplicate longevity, we find a subset of gene features important in differentiating genes duplicable by small-scale duplication from those duplicable by whole-genome duplication, revealing critical roles for gene dosage and expression costs in duplicability. We further delve into patterns of functional enrichment and find a lack of constraint on duplicate retention in any context for genes duplicable by small-scale duplication.
Collapse
Affiliation(s)
- Zoe Vance
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland
| | - Aoife McLysaght
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland
| |
Collapse
|
5
|
Shi X, Yang H, Birchler JA. MicroRNAs play regulatory roles in genomic balance. Bioessays 2023; 45:e2200187. [PMID: 36470594 DOI: 10.1002/bies.202200187] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Revised: 11/19/2022] [Accepted: 11/21/2022] [Indexed: 12/12/2022]
Abstract
Classic genetics studies found that genomic imbalance caused by changing the dosage of part of the genome (aneuploidy) has more detrimental effects than altering the dosage of the whole genome (ploidy). Previous analysis revealed global modulation of gene expression triggered by aneuploidy across various species, including maize (Zea mays), Arabidopsis, yeast, mammals, etc. Plant microRNAs (miRNAs) are a class of 20- to 24-nt endogenous small noncoding RNAs that carry out post-transcriptional gene expression regulation. That miRNAs and their putative targets are preferentially retained as duplicates after whole-genome duplication, as are many transcription factors and signaling components, indicates miRNAs are likely to be dosage-sensitive and potentially involved in genomic balance networks. This review addresses the following questions regarding the role of miRNAs in genomic imbalance. (1) How do aneuploidy and polyploidy impact the expression of miRNAs? (2) Do miRNAs play a regulatory role in modulating the expression of their targets under genomic imbalance?
Collapse
Affiliation(s)
- Xiaowen Shi
- College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China.,Division of Biological Sciences, University of Missouri, Columbia, Missouri, USA
| | - Hua Yang
- Division of Biological Sciences, University of Missouri, Columbia, Missouri, USA
| | - James A Birchler
- Division of Biological Sciences, University of Missouri, Columbia, Missouri, USA
| |
Collapse
|
6
|
De Silva NP, Lee C, Battlay P, Fournier-Level A, Moore JL, Hodgins KA. Genome assembly of an Australian native grass species reveals a recent whole-genome duplication and biased gene retention of genes involved in stress response. Gigascience 2022; 12:giad034. [PMID: 37171129 PMCID: PMC10176504 DOI: 10.1093/gigascience/giad034] [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: 06/24/2022] [Revised: 01/04/2023] [Accepted: 04/24/2023] [Indexed: 05/13/2023] Open
Abstract
BACKGROUND The adaptive significance of polyploidy has been extensively debated, and chromosome-level genome assemblies of polyploids can provide insight into this. The Australian grass Bothriochloa decipiens belongs to the BCD clade, a group with a complex history of hybridization and polyploid. This is the first genome assembly and annotation of a species that belongs to this fascinating yet complex group. FINDINGS Using Illumina short reads, 10X Genomics linked reads, and Hi-C sequencing data, we assembled a highly contiguous genome of B. decipiens, with a total length of 1,218.22 Mb and scaffold N50 of 42.637 Mb. Comparative analysis revealed that the species experienced a relatively recent whole-genome duplication. We clustered the 20 major scaffolds, representing the 20 chromosomes, into the 2 subgenomes of the parental species using unique repeat signatures. We found evidence of biased fractionation and differences in the activity of transposable elements between the subgenomes prior to hybridization. Duplicates were enriched for genes involved in transcription and response to external stimuli, supporting a biased retention of duplicated genes following whole-genome duplication. CONCLUSIONS Our results support the hypotheses of a biased retention of duplicated genes following polyploidy and point to differences in repeat activity associated with subgenome dominance. B. decipiens is a widespread species with the ability to establish across many soil types, making it a prime candidate for climate change- resilient ecological restoration of Australian grasslands. This reference genome is a valuable resource for future population genomic research on Australian grasses.
Collapse
Affiliation(s)
- Nissanka P De Silva
- School of Biological Sciences, Monash University, Clayton, 3800 Victoria, Australia
| | - Christopher Lee
- School of Biological Sciences, Monash University, Clayton, 3800 Victoria, Australia
| | - Paul Battlay
- School of Biological Sciences, Monash University, Clayton, 3800 Victoria, Australia
| | - A Fournier-Level
- School of BioSciences, University of Melbourne, Melbourne, 3010 Victoria, Australia
| | - Joslin L Moore
- School of Biological Sciences, Monash University, Clayton, 3800 Victoria, Australia
- Arthur Rylah Institute for Environment Research, Heidelberg, 3084 Victoria, Australia
| | - Kathryn A Hodgins
- School of Biological Sciences, Monash University, Clayton, 3800 Victoria, Australia
| |
Collapse
|
7
|
Steenwyk JL, Goltz DC, Buida TJ, Li Y, Shen XX, Rokas A. OrthoSNAP: A tree splitting and pruning algorithm for retrieving single-copy orthologs from gene family trees. PLoS Biol 2022; 20:e3001827. [PMID: 36228036 PMCID: PMC9595520 DOI: 10.1371/journal.pbio.3001827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 10/25/2022] [Accepted: 09/13/2022] [Indexed: 11/19/2022] Open
Abstract
Molecular evolution studies, such as phylogenomic studies and genome-wide surveys of selection, often rely on gene families of single-copy orthologs (SC-OGs). Large gene families with multiple homologs in 1 or more species-a phenomenon observed among several important families of genes such as transporters and transcription factors-are often ignored because identifying and retrieving SC-OGs nested within them is challenging. To address this issue and increase the number of markers used in molecular evolution studies, we developed OrthoSNAP, a software that uses a phylogenetic framework to simultaneously split gene families into SC-OGs and prune species-specific inparalogs. We term SC-OGs identified by OrthoSNAP as SNAP-OGs because they are identified using a splitting and pruning procedure analogous to snapping branches on a tree. From 415,129 orthologous groups of genes inferred across 7 eukaryotic phylogenomic datasets, we identified 9,821 SC-OGs; using OrthoSNAP on the remaining 405,308 orthologous groups of genes, we identified an additional 10,704 SNAP-OGs. Comparison of SNAP-OGs and SC-OGs revealed that their phylogenetic information content was similar, even in complex datasets that contain a whole-genome duplication, complex patterns of duplication and loss, transcriptome data where each gene typically has multiple transcripts, and contentious branches in the tree of life. OrthoSNAP is useful for increasing the number of markers used in molecular evolution data matrices, a critical step for robustly inferring and exploring the tree of life.
Collapse
Affiliation(s)
- Jacob L. Steenwyk
- Vanderbilt University, Department of Biological Sciences, Nashville, Tennessee, United States of America
- Vanderbilt Evolutionary Studies Initiative, Vanderbilt University, Nashville, Tennessee, United States of America
- * E-mail: (JLS); (AR)
| | - Dayna C. Goltz
- Independent Researcher, Nashville, Tennessee, United States of America
| | - Thomas J. Buida
- Independent Researcher, Nashville, Tennessee, United States of America
| | - Yuanning Li
- Vanderbilt University, Department of Biological Sciences, Nashville, Tennessee, United States of America
- Vanderbilt Evolutionary Studies Initiative, Vanderbilt University, Nashville, Tennessee, United States of America
- Institute of Marine Science and Technology, Shandong University, Qingdao, China
| | - Xing-Xing Shen
- Ministry of Agriculture Key Lab of Molecular Biology of Crop Pathogens and Insects, Institute of Insect Sciences, Zhejiang University, Hangzhou, China
| | - Antonis Rokas
- Vanderbilt University, Department of Biological Sciences, Nashville, Tennessee, United States of America
- Vanderbilt Evolutionary Studies Initiative, Vanderbilt University, Nashville, Tennessee, United States of America
- Heidelberg Institute for Theoretical Studies, Heidelberg, Germany
- * E-mail: (JLS); (AR)
| |
Collapse
|
8
|
Pelosi JA, Kim EH, Barbazuk WB, Sessa EB. Phylotranscriptomics Illuminates the Placement of Whole Genome Duplications and Gene Retention in Ferns. FRONTIERS IN PLANT SCIENCE 2022; 13:882441. [PMID: 35909764 PMCID: PMC9330400 DOI: 10.3389/fpls.2022.882441] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 06/16/2022] [Indexed: 05/31/2023]
Abstract
Ferns are the second largest clade of vascular plants with over 10,000 species, yet the generation of genomic resources for the group has lagged behind other major clades of plants. Transcriptomic data have proven to be a powerful tool to assess phylogenetic relationships, using thousands of markers that are largely conserved across the genome, and without the need to sequence entire genomes. We assembled the largest nuclear phylogenetic dataset for ferns to date, including 2884 single-copy nuclear loci from 247 transcriptomes (242 ferns, five outgroups), and investigated phylogenetic relationships across the fern tree, the placement of whole genome duplications (WGDs), and gene retention patterns following WGDs. We generated a well-supported phylogeny of ferns and identified several regions of the fern phylogeny that demonstrate high levels of gene tree-species tree conflict, which largely correspond to areas of the phylogeny that have been difficult to resolve. Using a combination of approaches, we identified 27 WGDs across the phylogeny, including 18 large-scale events (involving more than one sampled taxon) and nine small-scale events (involving only one sampled taxon). Most inferred WGDs occur within single lineages (e.g., orders, families) rather than on the backbone of the phylogeny, although two inferred events are shared by leptosporangiate ferns (excluding Osmundales) and Polypodiales (excluding Lindsaeineae and Saccolomatineae), clades which correspond to the majority of fern diversity. We further examined how retained duplicates following WGDs compared across independent events and found that functions of retained genes were largely convergent, with processes involved in binding, responses to stimuli, and certain organelles over-represented in paralogs while processes involved in transport, organelles derived from endosymbiotic events, and signaling were under-represented. To date, our study is the most comprehensive investigation of the nuclear fern phylogeny, though several avenues for future research remain unexplored.
Collapse
Affiliation(s)
- Jessie A. Pelosi
- Department of Biology, University of Florida, Gainesville, FL, United States
| | - Emily H. Kim
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL, United States
| | - W. Brad Barbazuk
- Department of Biology, University of Florida, Gainesville, FL, United States
- Genetics Institute, University of Florida, Gainesville, FL, United States
| | - Emily B. Sessa
- Department of Biology, University of Florida, Gainesville, FL, United States
| |
Collapse
|
9
|
Birchler JA, Yang H. The multiple fates of gene duplications: Deletion, hypofunctionalization, subfunctionalization, neofunctionalization, dosage balance constraints, and neutral variation. THE PLANT CELL 2022; 34:2466-2474. [PMID: 35253876 PMCID: PMC9252495 DOI: 10.1093/plcell/koac076] [Citation(s) in RCA: 68] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 02/17/2022] [Indexed: 05/13/2023]
Abstract
Gene duplications have long been recognized as a contributor to the evolution of genes with new functions. Multiple copies of genes can result from tandem duplication, from transposition to new chromosomes, or from whole-genome duplication (polyploidy). The most common fate is that one member of the pair is deleted to return the gene to the singleton state. Other paths involve the reduced expression of both copies (hypofunctionalization) that are held in duplicate to maintain sufficient quantity of function. The two copies can split functions (subfunctionalization) or can diverge to generate a new function (neofunctionalization). Retention of duplicates resulting from doubling of the whole genome occurs for genes involved with multicomponent interactions such as transcription factors and signal transduction components. In contrast, these classes of genes are underrepresented in small segmental duplications. This complementary pattern suggests that the balance of interactors affects the fate of the duplicate pair. We discuss the different mechanisms that maintain duplicated genes, which may change over time and intersect.
Collapse
Affiliation(s)
| | - Hua Yang
- Division of Biological Sciences, University of Missouri, Columbia, Missouri 65211, USA
| |
Collapse
|
10
|
Shi X, Yang H, Chen C, Hou J, Ji T, Cheng J, Birchler JA. Dosage-sensitive miRNAs trigger modulation of gene expression during genomic imbalance in maize. Nat Commun 2022; 13:3014. [PMID: 35641525 PMCID: PMC9156689 DOI: 10.1038/s41467-022-30704-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Accepted: 05/13/2022] [Indexed: 11/09/2022] Open
Abstract
The genomic imbalance caused by varying the dosage of individual chromosomes or chromosomal segments (aneuploidy) has more detrimental effects than altering the dosage of complete chromosome sets (ploidy). Previous analysis of maize (Zea mays) aneuploids revealed global modulation of gene expression both on the varied chromosome (cis) and the remainder of the genome (trans). However, little is known regarding the role of microRNAs (miRNAs) under genomic imbalance. Here, we report the impact of aneuploidy and polyploidy on the expression of miRNAs. In general, cis miRNAs in aneuploids present a predominant gene-dosage effect, whereas trans miRNAs trend toward the inverse level, although other types of responses including dosage compensation, increased effect, and decreased effect also occur. By contrast, polyploids show less differential miRNA expression than aneuploids. Significant correlations between expression levels of miRNAs and their targets are identified in aneuploids, indicating the regulatory role of miRNAs on gene expression triggered by genomic imbalance.
Collapse
Affiliation(s)
- Xiaowen Shi
- College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China.,Division of Biological Sciences, University of Missouri, Columbia, MO, USA
| | - Hua Yang
- Division of Biological Sciences, University of Missouri, Columbia, MO, USA
| | - Chen Chen
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO, USA
| | - Jie Hou
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO, USA
| | - Tieming Ji
- Department of Statistics, University of Missouri, Columbia, MO, USA
| | - Jianlin Cheng
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO, USA
| | - James A Birchler
- Division of Biological Sciences, University of Missouri, Columbia, MO, USA.
| |
Collapse
|
11
|
Sork VL, Cokus SJ, Fitz-Gibbon ST, Zimin AV, Puiu D, Garcia JA, Gugger PF, Henriquez CL, Zhen Y, Lohmueller KE, Pellegrini M, Salzberg SL. High-quality genome and methylomes illustrate features underlying evolutionary success of oaks. Nat Commun 2022; 13:2047. [PMID: 35440538 PMCID: PMC9018854 DOI: 10.1038/s41467-022-29584-y] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 03/11/2022] [Indexed: 02/01/2023] Open
Abstract
The genus Quercus, which emerged ∼55 million years ago during globally warm temperatures, diversified into ∼450 extant species. We present a high-quality de novo genome assembly of a California endemic oak, Quercus lobata, revealing features consistent with oak evolutionary success. Effective population size remained large throughout history despite declining since early Miocene. Analysis of 39,373 mapped protein-coding genes outlined copious duplications consistent with genetic and phenotypic diversity, both by retention of genes created during the ancient γ whole genome hexaploid duplication event and by tandem duplication within families, including numerous resistance genes and a very large block of duplicated DUF247 genes, which have been found to be associated with self-incompatibility in grasses. An additional surprising finding is that subcontext-specific patterns of DNA methylation associated with transposable elements reveal broadly-distributed heterochromatin in intergenic regions, similar to grasses. Collectively, these features promote genetic and phenotypic variation that would facilitate adaptability to changing environments.
Collapse
Affiliation(s)
- Victoria L Sork
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA, 90095-1438, USA.
- Institute of the Environment and Sustainability, University of California, Los Angeles, CA, 90095, USA.
| | - Shawn J Cokus
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, CA, 90095-7239, USA
| | - Sorel T Fitz-Gibbon
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA, 90095-1438, USA
| | - Aleksey V Zimin
- Center for Computational Biology, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA
| | - Daniela Puiu
- Center for Computational Biology, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA
| | - Jesse A Garcia
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA, 90095-1438, USA
| | - Paul F Gugger
- Appalachian Laboratory, University of Maryland Center for Environmental Science, Frostburg, MD, 21532, USA
| | - Claudia L Henriquez
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA, 90095-1438, USA
| | - Ying Zhen
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA, 90095-1438, USA
| | - Kirk E Lohmueller
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA, 90095-1438, USA
- Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, CA, 90095, USA
| | - Matteo Pellegrini
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, CA, 90095-7239, USA
| | - Steven L Salzberg
- Center for Computational Biology, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA
- Departments of Biomedical Engineering, Computer Science, and Biostatistics, Johns Hopkins University, Baltimore, MD, 21218, USA
| |
Collapse
|
12
|
Parma DF, Vaz MGMV, Falquetto P, Silva JC, Clarindo WR, Westhoff P, van Velzen R, Schlüter U, Araújo WL, Schranz ME, Weber APM, Nunes-Nesi A. New Insights Into the Evolution of C 4 Photosynthesis Offered by the Tarenaya Cluster of Cleomaceae. FRONTIERS IN PLANT SCIENCE 2022; 12:756505. [PMID: 35116048 PMCID: PMC8803641 DOI: 10.3389/fpls.2021.756505] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 12/16/2021] [Indexed: 05/04/2023]
Abstract
Cleomaceae is closely related to Brassicaceae and includes C3, C3-C4, and C4 species. Thus, this family represents an interesting system for studying the evolution of the carbon concentrating mechanism. However, inadequate genetic information on Cleomaceae limits their research applications. Here, we characterized 22 Cleomaceae accessions [3 genera (Cleoserrata, Gynandropsis, and Tarenaya) and 11 species] in terms of genome size; molecular phylogeny; as well as anatomical, biochemical, and photosynthetic traits. We clustered the species into seven groups based on genome size. Interestingly, despite clear differences in genome size (2C, ranging from 0.55 to 1.3 pg) in Tarenaya spp., this variation was not consistent with phylogenetic grouping based on the internal transcribed spacer (ITS) marker, suggesting the occurrence of multiple polyploidy events within this genus. Moreover, only G. gynandra, which possesses a large nuclear genome, exhibited the C4 metabolism. Among the C3-like species, we observed intra- and interspecific variation in nuclear genome size as well as in biochemical, physiological, and anatomical traits. Furthermore, the C3-like species had increased venation density and bundle sheath cell size, compared to C4 species, which likely predisposed the former lineages to C4 photosynthesis. Accordingly, our findings demonstrate the potential of Cleomaceae, mainly members of Tarenaya, in offering novel insights into the evolution of C4 photosynthesis.
Collapse
Affiliation(s)
- Daniele F. Parma
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
| | - Marcelo G. M. V. Vaz
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
| | - Priscilla Falquetto
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
| | - Jéssica C. Silva
- Departamento de Biologia Geral, Universidade Federal de Viçosa, Viçosa, Brazil
| | | | - Philipp Westhoff
- Plant Metabolism and Metabolomics Laboratory, Cluster of Excellence on Plant Sciences, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Robin van Velzen
- Biosystematics Group, Wageningen University & Research, Wageningen, Netherlands
| | - Urte Schlüter
- Institute of Plant Biochemistry, Cluster of Excellence on Plant Science, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Wagner L. Araújo
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
| | - M. Eric Schranz
- Biosystematics Group, Wageningen University & Research, Wageningen, Netherlands
| | - Andreas P. M. Weber
- Institute of Plant Biochemistry, Cluster of Excellence on Plant Science, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Adriano Nunes-Nesi
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Brazil
| |
Collapse
|
13
|
Birchler JA, Veitia RA. One Hundred Years of Gene Balance: How Stoichiometric Issues Affect Gene Expression, Genome Evolution, and Quantitative Traits. Cytogenet Genome Res 2021; 161:529-550. [PMID: 34814143 DOI: 10.1159/000519592] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 09/13/2021] [Indexed: 11/19/2022] Open
Abstract
A century ago experiments with the flowering plant Datura stramonium and the fruit fly Drosophila melanogaster revealed that adding an extra chromosome to a karyotype was much more detrimental than adding a whole set of chromosomes. This phenomenon was referred to as gene balance and has been recapitulated across eukaryotic species. Here, we retrace some developments in this field. Molecular studies suggest that the basis of balance involves stoichiometric relationships of multi-component interactions. This concept has implication for the mechanisms controlling gene expression, genome evolution, sex chromosome evolution/dosage compensation, speciation mechanisms, and the underlying genetics of quantitative traits.
Collapse
Affiliation(s)
- James A Birchler
- Division of Biological Sciences, University of Missouri, Columbia, Missouri, USA
| | - Reiner A Veitia
- Université de Paris, Paris, France.,Institut Jacques Monod, Université de Paris/CNRS, Paris, France.,Institut de Biologie F. Jacob, Commissariat à l'Energie Atomique, Université Paris-Saclay, Fontenay aux Roses, France
| |
Collapse
|
14
|
Velázquez-Márquez S, De-la-Cruz IM, Tapia-López R, Núñez-Farfán J. Tropane alkaloids and terpenes synthase genes of Datura stramonium (Solanaceae). PeerJ 2021; 9:e11466. [PMID: 34178440 PMCID: PMC8212831 DOI: 10.7717/peerj.11466] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 04/26/2021] [Indexed: 12/12/2022] Open
Abstract
Background Plants have evolved physical–chemical defense to prevent/diminish damage by their enemies. Chemical defense involves the synthesis’ pathways of specialized toxic, repellent, or anti-nutritive metabolites to herbivores. Molecular evolutionary studies have revealed the origin of new genes, acquisition and functional diversification along time in different plant lineages. Methods Using bioinformatic tools we analyze gene divergence of tropane alkaloids (TAs) and terpene synthases (TPSs) in Datura stramonium and other species of Solanaceae; compared gene and amino acids sequence of TAs and TPSs on genomes, cDNA and proteins sequences of Viridiplantae. We analyzed two recently assembled genomes of D. stramonium (Ticumán and Teotihuacán), transcriptomes of Datura metel and genomes of other Solanaceae. Hence, we analyzed variation of TAs and TPSs to infer genes involved in plant defense and plant responses before stress. We analyzed protein modeling and molecular docking to predict interactions between H6H and ligand; we translated the sequences (Teo19488, Tic8550 and Tic8549) obtained from the two genomes of D. stramonium by using Swiss-Model and Ramachandran plot and MolProbity structure validation of Teo19488 protein model. Results For TAs, we detected an expansion event in the tropinone reductase II (TRII) and the ratio synonymous/non-synonymous substitutions indicate positive selection. In contrast, a contraction event and negative selection was detected in tropinone reductase I (TRI). In Hy-oscyamine 6 b-hydroxylase (H6H), enzyme involved in the production of tropane alkaloids atropine and scopolamine, the synonymous/non-synonymous substitution ratio in its dominion indicates positive selection. For terpenes (TPS), we found 18 DsTPS in D. stramomiun and seven in D. metel; evolutionary analyses detected positive selection in TPS10.1 and TPS10.2 of D. stramonium and D. metel. Comparison of copies of TPSs in D. stramonium detected variation among them in the binding site. Duplication events and differentiation of TAs and TPSs of D. stramonium, as compared to other Solanaceae, suggest their possible involvement on adaptive evolution of defense to herbivores. Protein modeling and docking show that the three protein structures obtained of DsH6H from Teo19488, Tic-8550 and Tic8549 maintain the same interactions and the union site of 2OG-FeII_Oxy with the Hy-o ligand as in 6TTM of D. metel. Conclusion Our results indicate differences in the number of gene copies involved in the synthesis of tropane alkaloids, between the genomes of D. stramonium from two Mexican populations. More copies of genes related to the synthesis of tropane alkaloids (TRI, TRII, H6H, PMT) are found in D. stramonium as compared to Viridiplantae. Likewise, for terpene synthases (TPS), TPS-10 is duplicated in D. stramonium and D. metel. Further studies should be directed to experimentally assess gain (overexpression) or loss (silencing) of function of duplicated genes.
Collapse
Affiliation(s)
- Sabina Velázquez-Márquez
- Laboratorio de Genética Ecológica y Evolución, Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, DF, Mexico
| | - Iván M De-la-Cruz
- Laboratorio de Genética Ecológica y Evolución, Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, DF, Mexico
| | - Rosalinda Tapia-López
- Laboratorio de Genética Ecológica y Evolución, Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, DF, Mexico
| | - Juan Núñez-Farfán
- Laboratorio de Genética Ecológica y Evolución, Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México, DF, Mexico
| |
Collapse
|
15
|
Shi X, Yang H, Chen C, Hou J, Hanson KM, Albert PS, Ji T, Cheng J, Birchler JA. Genomic imbalance determines positive and negative modulation of gene expression in diploid maize. THE PLANT CELL 2021; 33:917-939. [PMID: 33677584 PMCID: PMC8226301 DOI: 10.1093/plcell/koab030] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 01/25/2021] [Indexed: 05/20/2023]
Abstract
Genomic imbalance caused by changing the dosage of individual chromosomes (aneuploidy) has a more detrimental effect than varying the dosage of complete sets of chromosomes (ploidy). We examined the impact of both increased and decreased dosage of 15 distal and 1 interstitial chromosomal regions via RNA-seq of maize (Zea mays) mature leaf tissue to reveal new aspects of genomic imbalance. The results indicate that significant changes in gene expression in aneuploids occur both on the varied chromosome (cis) and the remainder of the genome (trans), with a wider spread of modulation compared with the whole-ploidy series of haploid to tetraploid. In general, cis genes in aneuploids range from a gene-dosage effect to dosage compensation, whereas for trans genes the most common effect is an inverse correlation in that expression is modulated toward the opposite direction of the varied chromosomal dosage, although positive modulations also occur. Furthermore, this analysis revealed the existence of increased and decreased effects in which the expression of many genes under genome imbalance are modulated toward the same direction regardless of increased or decreased chromosomal dosage, which is predicted from kinetic considerations of multicomponent molecular interactions. The findings provide novel insights into understanding mechanistic aspects of gene regulation.
Collapse
Affiliation(s)
- Xiaowen Shi
- Division of Biological Sciences, University of Missouri, Columbia, Missouri 65211, USA
| | - Hua Yang
- Division of Biological Sciences, University of Missouri, Columbia, Missouri 65211, USA
| | - Chen Chen
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, Missouri 65211, USA
| | - Jie Hou
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, Missouri 65211, USA
| | - Katherine M Hanson
- Division of Biological Sciences, University of Missouri, Columbia, Missouri 65211, USA
| | - Patrice S Albert
- Division of Biological Sciences, University of Missouri, Columbia, Missouri 65211, USA
| | - Tieming Ji
- Department of Statistics, University of Missouri, Columbia, Missouri 65211, USA
| | - Jianlin Cheng
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, Missouri 65211, USA
| | | |
Collapse
|
16
|
Yang H, Shi X, Chen C, Hou J, Ji T, Cheng J, Birchler JA. Predominantly inverse modulation of gene expression in genomically unbalanced disomic haploid maize. THE PLANT CELL 2021; 33:901-916. [PMID: 33656551 PMCID: PMC8226288 DOI: 10.1093/plcell/koab029] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 01/23/2021] [Indexed: 05/12/2023]
Abstract
The phenotypic consequences of the addition or subtraction of part of a chromosome is more severe than changing the dosage of the whole genome. By crossing diploid trisomies to a haploid inducer, we identified 17 distal segmental haploid disomies that cover ∼80% of the maize genome. Disomic haploids provide a level of genomic imbalance that is not ordinarily achievable in multicellular eukaryotes, allowing the impact to be stronger and more easily studied. Transcriptome size estimates revealed that a few disomies inversely modulate most of the transcriptome. Based on RNA sequencing, the expression levels of genes located on the varied chromosome arms (cis) in disomies ranged from being proportional to chromosomal dosage (dosage effect) to showing dosage compensation with no expression change with dosage. For genes not located on the varied chromosome arm (trans), an obvious trans-acting effect can be observed, with the majority showing a decreased modulation (inverse effect). The extent of dosage compensation of varied cis genes correlates with the extent of trans inverse effects across the 17 genomic regions studied. The results also have implications for the role of stoichiometry in gene expression, the control of quantitative traits, and the evolution of dosage-sensitive genes.
Collapse
Affiliation(s)
- Hua Yang
- Division of Biological Sciences, University of Missouri, Columbia, Missouri 65211, USA
| | - Xiaowen Shi
- Division of Biological Sciences, University of Missouri, Columbia, Missouri 65211, USA
| | - Chen Chen
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, Missouri 65211, USA
| | - Jie Hou
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, Missouri 65211, USA
| | - Tieming Ji
- Department of Statistics, University of Missouri, Columbia, Missouri 65211, USA
| | - Jianlin Cheng
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, Missouri 65211, USA
| | | |
Collapse
|
17
|
Correa M, Lerat E, Birmelé E, Samson F, Bouillon B, Normand K, Rizzon C. The Transposable Element Environment of Human Genes Differs According to Their Duplication Status and Essentiality. Genome Biol Evol 2021; 13:6273345. [PMID: 33973013 PMCID: PMC8155550 DOI: 10.1093/gbe/evab062] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/17/2021] [Indexed: 12/13/2022] Open
Abstract
Transposable elements (TEs) are major components of eukaryotic genomes and represent approximately 45% of the human genome. TEs can be important sources of novelty in genomes and there is increasing evidence that TEs contribute to the evolution of gene regulation in mammals. Gene duplication is an evolutionary mechanism that also provides new genetic material and opportunities to acquire new functions. To investigate how duplicated genes are maintained in genomes, here, we explored the TE environment of duplicated and singleton genes. We found that singleton genes have more short-interspersed nuclear elements and DNA transposons in their vicinity than duplicated genes, whereas long-interspersed nuclear elements and long-terminal repeat retrotransposons have accumulated more near duplicated genes. We also discovered that this result is highly associated with the degree of essentiality of the genes with an unexpected accumulation of short-interspersed nuclear elements and DNA transposons around the more-essential genes. Our results underline the importance of taking into account the TE environment of genes to better understand how duplicated genes are maintained in genomes.
Collapse
Affiliation(s)
- Margot Correa
- Laboratoire de Mathématiques et Modélisation d'Evry (LaMME), UMR CNRS 8071, ENSIIE, USC INRA, Université d'Evry Val d'Essonne, Evry, France
| | - Emmanuelle Lerat
- Laboratoire de Biométrie et Biologie Evolutive, UMR 5558, Université de Lyon, Université Lyon 1, CNRS, Villeurbanne, France
| | - Etienne Birmelé
- Laboratoire MAP5 UMR 8145, Université de Paris, Paris, France
| | - Franck Samson
- Laboratoire de Mathématiques et Modélisation d'Evry (LaMME), UMR CNRS 8071, ENSIIE, USC INRA, Université d'Evry Val d'Essonne, Evry, France
| | - Bérengère Bouillon
- Laboratoire de Mathématiques et Modélisation d'Evry (LaMME), UMR CNRS 8071, ENSIIE, USC INRA, Université d'Evry Val d'Essonne, Evry, France
| | - Kévin Normand
- Laboratoire de Mathématiques et Modélisation d'Evry (LaMME), UMR CNRS 8071, ENSIIE, USC INRA, Université d'Evry Val d'Essonne, Evry, France
| | - Carène Rizzon
- Laboratoire de Mathématiques et Modélisation d'Evry (LaMME), UMR CNRS 8071, ENSIIE, USC INRA, Université d'Evry Val d'Essonne, Evry, France
| |
Collapse
|
18
|
Naithani S, Dikeman D, Garg P, Al-Bader N, Jaiswal P. Beyond gene ontology (GO): using biocuration approach to improve the gene nomenclature and functional annotation of rice S-domain kinase subfamily. PeerJ 2021; 9:e11052. [PMID: 33777532 PMCID: PMC7971086 DOI: 10.7717/peerj.11052] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 02/11/2021] [Indexed: 12/13/2022] Open
Abstract
The S-domain subfamily of receptor-like kinases (SDRLKs) in plants is poorly characterized. Most members of this subfamily are currently assigned gene function based on the S-locus Receptor Kinase from Brassica that acts as the female determinant of self-incompatibility (SI). However, Brassica like SI mechanisms does not exist in most plants. Thus, automated Gene Ontology (GO) pipelines are not sufficient for functional annotation of SDRLK subfamily members and lead to erroneous association with the GO biological process of SI. Here, we show that manual bio-curation can help to correct and improve the gene annotations and association with relevant biological processes. Using publicly available genomic and transcriptome datasets, we conducted a detailed analysis of the expansion of the rice (Oryza sativa) SDRLK subfamily, the structure of individual genes and proteins, and their expression.The 144-member SDRLK family in rice consists of 82 receptor-like kinases (RLKs) (67 full-length, 15 truncated),12 receptor-like proteins, 14 SD kinases, 26 kinase-like and 10 GnK2 domain-containing kinases and RLKs. Except for nine genes, all other SDRLK family members are transcribed in rice, but they vary in their tissue-specific and stress-response expression profiles. Furthermore, 98 genes show differential expression under biotic stress and 98 genes show differential expression under abiotic stress conditions, but share 81 genes in common.Our analysis led to the identification of candidate genes likely to play important roles in plant development, pathogen resistance, and abiotic stress tolerance. We propose a nomenclature for 144 SDRLK gene family members based on gene/protein conserved structural features, gene expression profiles, and literature review. Our biocuration approach, rooted in the principles of findability, accessibility, interoperability and reusability, sets forth an example of how manual annotation of large-gene families can fill in the knowledge gap that exists due to the implementation of automated GO projections, thereby helping to improve the quality and contents of public databases.
Collapse
Affiliation(s)
- Sushma Naithani
- Botany and Plant Pathology, Oregon State University, Corvallis, OR, USA
| | - Daemon Dikeman
- Botany and Plant Pathology, Oregon State University, Corvallis, OR, USA
| | - Priyanka Garg
- Botany and Plant Pathology, Oregon State University, Corvallis, OR, USA
| | - Noor Al-Bader
- Botany and Plant Pathology, Oregon State University, Corvallis, OR, USA
| | - Pankaj Jaiswal
- Botany and Plant Pathology, Oregon State University, Corvallis, OR, USA
| |
Collapse
|
19
|
Zhu C, Zhang S, Zhou C, Xie S, Chen G, Tian C, Xu K, Lin Y, Lai Z, Guo Y. Genome-Wide Investigation of N6-Methyladenosine Regulatory Genes and Their Roles in Tea ( Camellia sinensis) Leaves During Withering Process. FRONTIERS IN PLANT SCIENCE 2021; 12:702303. [PMID: 34211493 PMCID: PMC8240813 DOI: 10.3389/fpls.2021.702303] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 05/24/2021] [Indexed: 05/12/2023]
Abstract
N6-methyladenosine (m6A), one of the internal modifications of RNA molecules, can directly influence RNA abundance and function without altering the nucleotide sequence, and plays a pivotal role in response to diverse environmental stresses. The precise m6A regulatory mechanism comprises three types of components, namely, m6A writers, erasers, and readers. To date, the research focusing on m6A regulatory genes in plant kingdom is still in its infancy. Here, a total of 34 m6A regulatory genes were identified from the chromosome-scale genome of tea plants. The expansion of m6A regulatory genes was driven mainly by whole-genome duplication (WGD) and segmental duplication, and the duplicated gene pairs evolved through purifying selection. Gene structure analysis revealed that the sequence variation contributed to the functional diversification of m6A regulatory genes. Expression pattern analysis showed that most m6A regulatory genes were differentially expressed under environmental stresses and tea-withering stage. These observations indicated that m6A regulatory genes play essential roles in response to environmental stresses and tea-withering stage. We also found that RNA methylation and DNA methylation formed a negative feedback by interacting with each other's methylation regulatory genes. This study provided a foundation for understanding the m6A-mediated regulatory mechanism in tea plants under environmental stresses and tea-withering stage.
Collapse
Affiliation(s)
- Chen Zhu
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, China
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, China
- Key Laboratory of Tea Science in Universities of Fujian Province, Fujian Agriculture and Forestry University, Fuzhou, China
- Tea Industry Research Institute, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Shuting Zhang
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, China
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Chengzhe Zhou
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, China
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, China
- Key Laboratory of Tea Science in Universities of Fujian Province, Fujian Agriculture and Forestry University, Fuzhou, China
- Tea Industry Research Institute, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Siyi Xie
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, China
- Key Laboratory of Tea Science in Universities of Fujian Province, Fujian Agriculture and Forestry University, Fuzhou, China
- Tea Industry Research Institute, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Guangwu Chen
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, China
- Key Laboratory of Tea Science in Universities of Fujian Province, Fujian Agriculture and Forestry University, Fuzhou, China
- Tea Industry Research Institute, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Caiyun Tian
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, China
- Key Laboratory of Tea Science in Universities of Fujian Province, Fujian Agriculture and Forestry University, Fuzhou, China
- Tea Industry Research Institute, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Kai Xu
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, China
- Key Laboratory of Tea Science in Universities of Fujian Province, Fujian Agriculture and Forestry University, Fuzhou, China
- Tea Industry Research Institute, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Yuling Lin
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, China
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Zhongxiong Lai
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, China
- Institute of Horticultural Biotechnology, Fujian Agriculture and Forestry University, Fuzhou, China
- *Correspondence: Zhongxiong Lai,
| | - Yuqiong Guo
- College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou, China
- Key Laboratory of Tea Science in Universities of Fujian Province, Fujian Agriculture and Forestry University, Fuzhou, China
- Tea Industry Research Institute, Fujian Agriculture and Forestry University, Fuzhou, China
- Yuqiong Guo,
| |
Collapse
|
20
|
Coate JE, Farmer AD, Schiefelbein JW, Doyle JJ. Expression Partitioning of Duplicate Genes at Single Cell Resolution in Arabidopsis Roots. Front Genet 2020; 11:596150. [PMID: 33240334 PMCID: PMC7670048 DOI: 10.3389/fgene.2020.596150] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 10/12/2020] [Indexed: 01/11/2023] Open
Abstract
Gene duplication is a key evolutionary phenomenon, prevalent in all organisms but particularly so in plants, where whole genome duplication (WGD; polyploidy) is a major force in genome evolution. Much effort has been expended in attempting to understand the evolution of duplicate genes, addressing such questions as why some paralog pairs rapidly return to single copy status whereas, in other pairs, both paralogs are retained and may diverge in expression pattern or function. The effect of a gene - its site of expression and thus the initial locus of its function - occurs at the level of a cell comprising a single cell type at a given state of the cell's development. Using Arabidopsis thaliana single cell transcriptomic data we categorized patterns of expression for 11,470 duplicate gene pairs across 36 cell clusters comprising nine cell types and their developmental states. Among these 11,470 pairs, 10,187 (88.8%) had at least one copy expressed in at least one of the 36 cell clusters. Pairs produced by WGD more often had both paralogs expressed in root cells than did pairs produced by small scale duplications. Three quarters of gene pairs expressed in the 36 cell clusters (7,608/10,187) showed extreme expression bias in at least one cluster, including 352 cases of reciprocal bias, a pattern consistent with expression subfunctionalization. More than twice as many pairs showed reciprocal expression bias between cell states than between cell types or between roots and leaves. A group of 33 gene pairs with reciprocal expression bias showed evidence of concerted divergence of gene networks in stele vs. epidermis. Pairs with both paralogs expressed without bias were less likely to have paralogs with divergent mutant phenotypes; such bias-free pairs showed evidence of preservation by maintenance of dosage balance. Overall, we found considerable evidence of shifts in gene expression following duplication, including in >80% of pairs encoding 7,653 genes expressed ubiquitously in all root cell types and states for which we inferred the polarity of change.
Collapse
Affiliation(s)
- Jeremy E. Coate
- Department of Biology, Reed College, Portland, OR, United States
| | - Andrew D. Farmer
- National Center for Genome Resources, Santa Fe, NM, United States
| | - John W. Schiefelbein
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, MI, United States
| | - Jeff J. Doyle
- School of Integrative Plant Science, Plant Biology Section, Cornell University, Ithaca, NY, United States
| |
Collapse
|
21
|
Lallemand T, Leduc M, Landès C, Rizzon C, Lerat E. An Overview of Duplicated Gene Detection Methods: Why the Duplication Mechanism Has to Be Accounted for in Their Choice. Genes (Basel) 2020; 11:E1046. [PMID: 32899740 PMCID: PMC7565063 DOI: 10.3390/genes11091046] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 09/01/2020] [Accepted: 09/02/2020] [Indexed: 12/11/2022] Open
Abstract
Gene duplication is an important evolutionary mechanism allowing to provide new genetic material and thus opportunities to acquire new gene functions for an organism, with major implications such as speciation events. Various processes are known to allow a gene to be duplicated and different models explain how duplicated genes can be maintained in genomes. Due to their particular importance, the identification of duplicated genes is essential when studying genome evolution but it can still be a challenge due to the various fates duplicated genes can encounter. In this review, we first describe the evolutionary processes allowing the formation of duplicated genes but also describe the various bioinformatic approaches that can be used to identify them in genome sequences. Indeed, these bioinformatic approaches differ according to the underlying duplication mechanism. Hence, understanding the specificity of the duplicated genes of interest is a great asset for tool selection and should be taken into account when exploring a biological question.
Collapse
Affiliation(s)
- Tanguy Lallemand
- IRHS, Agrocampus-Ouest, INRAE, Université d’Angers, SFR 4207 QuaSaV, 49071 Beaucouzé, France; (T.L.); (M.L.); (C.L.)
| | - Martin Leduc
- IRHS, Agrocampus-Ouest, INRAE, Université d’Angers, SFR 4207 QuaSaV, 49071 Beaucouzé, France; (T.L.); (M.L.); (C.L.)
| | - Claudine Landès
- IRHS, Agrocampus-Ouest, INRAE, Université d’Angers, SFR 4207 QuaSaV, 49071 Beaucouzé, France; (T.L.); (M.L.); (C.L.)
| | - Carène Rizzon
- Laboratoire de Mathématiques et Modélisation d’Evry (LaMME), Université d’Evry Val d’Essonne, Université Paris-Saclay, UMR CNRS 8071, ENSIIE, USC INRAE, 23 bvd de France, CEDEX, 91037 Evry Paris, France;
| | - Emmanuelle Lerat
- Université de Lyon, Université Lyon 1, CNRS, Laboratoire de Biométrie et Biologie Evolutive UMR 5558, F-69622 Villeurbanne, France
| |
Collapse
|
22
|
Shi T, Rahmani RS, Gugger PF, Wang M, Li H, Zhang Y, Li Z, Wang Q, Van de Peer Y, Marchal K, Chen J. Distinct Expression and Methylation Patterns for Genes with Different Fates following a Single Whole-Genome Duplication in Flowering Plants. Mol Biol Evol 2020; 37:2394-2413. [PMID: 32343808 PMCID: PMC7403625 DOI: 10.1093/molbev/msaa105] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
For most sequenced flowering plants, multiple whole-genome duplications (WGDs) are found. Duplicated genes following WGD often have different fates that can quickly disappear again, be retained for long(er) periods, or subsequently undergo small-scale duplications. However, how different expression, epigenetic regulation, and functional constraints are associated with these different gene fates following a WGD still requires further investigation due to successive WGDs in angiosperms complicating the gene trajectories. In this study, we investigate lotus (Nelumbo nucifera), an angiosperm with a single WGD during the K-pg boundary. Based on improved intraspecific-synteny identification by a chromosome-level assembly, transcriptome, and bisulfite sequencing, we explore not only the fundamental distinctions in genomic features, expression, and methylation patterns of genes with different fates after a WGD but also the factors that shape post-WGD expression divergence and expression bias between duplicates. We found that after a WGD genes that returned to single copies show the highest levels and breadth of expression, gene body methylation, and intron numbers, whereas the long-retained duplicates exhibit the highest degrees of protein-protein interactions and protein lengths and the lowest methylation in gene flanking regions. For those long-retained duplicate pairs, the degree of expression divergence correlates with their sequence divergence, degree in protein-protein interactions, and expression level, whereas their biases in expression level reflecting subgenome dominance are associated with the bias of subgenome fractionation. Overall, our study on the paleopolyploid nature of lotus highlights the impact of different functional constraints on gene fate and duplicate divergence following a single WGD in plant.
Collapse
Affiliation(s)
- Tao Shi
- CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
- Center of Conservation Biology, Core Botanical Gardens, Chinese Academy of Sciences, Wuhan, China
| | - Razgar Seyed Rahmani
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
| | - Paul F Gugger
- Appalachian Laboratory, University of Maryland Center for Environmental Science, Frostburg, MD
| | - Muhua Wang
- School of Marine Sciences, Sun Yat-sen University, Guangzhou, China
| | - Hui Li
- CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
- Center of Conservation Biology, Core Botanical Gardens, Chinese Academy of Sciences, Wuhan, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yue Zhang
- CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
- Center of Conservation Biology, Core Botanical Gardens, Chinese Academy of Sciences, Wuhan, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Zhizhong Li
- CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
- Center of Conservation Biology, Core Botanical Gardens, Chinese Academy of Sciences, Wuhan, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Qingfeng Wang
- CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
- Center of Conservation Biology, Core Botanical Gardens, Chinese Academy of Sciences, Wuhan, China
- Sino-African Joint Research Center, Chinese Academy of Sciences, Wuhan, China
| | - Yves Van de Peer
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- Centre for Plant Systems Biology, VIB, Ghent, Belgium
- Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa
- College of Horticulture, Nanjing Agricultural University, Nanjing, China
| | - Kathleen Marchal
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- Department of Information Technology, IDLab, IMEC, Ghent University, Ghent, Belgium
| | - Jinming Chen
- CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
- Center of Conservation Biology, Core Botanical Gardens, Chinese Academy of Sciences, Wuhan, China
| |
Collapse
|
23
|
Song MJ, Potter BI, Doyle JJ, Coate JE. Gene Balance Predicts Transcriptional Responses Immediately Following Ploidy Change in Arabidopsis thaliana. THE PLANT CELL 2020; 32:1434-1448. [PMID: 32184347 PMCID: PMC7203931 DOI: 10.1105/tpc.19.00832] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 02/18/2020] [Accepted: 03/14/2020] [Indexed: 05/22/2023]
Abstract
The gene balance hypothesis postulates that there is selection on gene copy number (gene dosage) to preserve the stoichiometric balance among interacting proteins. This presupposes that gene product abundance is governed by gene dosage and that gene dosage responses are consistent for interacting genes in a dosage-balance-sensitive network or complex. Gene dosage responses, however, have rarely been quantified, and the available data suggest that they are highly variable. We sequenced the transcriptomes of two synthetic autopolyploid accessions of Arabidopsis (Arabidopsis thaliana) and their diploid progenitors, as well as one natural tetraploid and its synthetic diploid produced via haploid induction, to estimate transcriptome size and dosage responses immediately following ploidy change. Similar to what has been observed in previous studies, overall transcriptome size does not exhibit a simple doubling in response to genome doubling, and individual gene dosage responses are highly variable in all three accessions, indicating that expression is not strictly coupled with gene dosage. Nonetheless, putatively dosage balance-sensitive gene groups (Gene Ontology terms, metabolic networks, gene families, and predicted interacting proteins) exhibit smaller and more coordinated dosage responses than do putatively dosage-insensitive gene groups, suggesting that constraints on dosage balance operate immediately following whole-genome duplication and that duplicate gene retention patterns are shaped by selection to preserve dosage balance.
Collapse
Affiliation(s)
- Michael J Song
- University and Jepson Herbaria and Department of Integrative Biology, University of California, Berkeley, California 94720
| | - Barney I Potter
- Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Jeff J Doyle
- School of Integrative Plant Science, Cornell University, Ithaca, New York 14853
| | - Jeremy E Coate
- Department of Biology, Reed College, Portland, Oregon 97202
| |
Collapse
|