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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.
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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
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Shi X, Chen C, Yang H, Hou J, Ji T, Cheng J, Veitia RA, Birchler JA. The Gene Balance Hypothesis: Epigenetics and Dosage Effects in Plants. Methods Mol Biol 2020; 2093:161-171. [PMID: 32088896 DOI: 10.1007/978-1-0716-0179-2_12] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
Dosage effects in plants are caused by changes in the copy number of chromosomes, segments of chromosomes, or multiples of individual genes. Genes often exhibit a dosage effect in which the amount of product is closely correlated with the number of copies present. However, when larger segments of chromosomes are varied, there are trans-acting effects across the genome that are unleashed that modulate gene expression in cascading effects. These appear to be mediated by the stoichiometric relationship of gene regulatory machineries. There are both positive and negative modulations of target gene expression, but the latter is the plurality effect. When this inverse effect is combined with a dosage effect, compensation for a gene can occur in which its expression is similar to the normal diploid regardless of the change in chromosomal dosage. In contrast, changing the whole genome in a polyploidy series has fewer relative effects as the stoichiometric relationship is not disrupted. Together, these observations suggest that the stoichiometry of gene regulation is important as a reflection of the mode of assembly of the individual subunits involved in the effective regulatory macromolecular complexes. This principle has implications for gene expression mechanisms, quantitative trait genetics, and the evolution of genes depending on the mode of duplication, either segmentally or via whole-genome duplication.
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Affiliation(s)
- Xiaowen Shi
- 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
| | - Hua Yang
- Division of Biological Sciences, 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
| | - Reiner A Veitia
- Institut Jacques Monod, Paris, France
- Universite Paris-Diderot/Paris 7, Paris, France
| | - James A Birchler
- Division of Biological Sciences, University of Missouri, Columbia, MO, USA.
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Hou J, Shi X, Chen C, Islam MS, Johnson AF, Kanno T, Huettel B, Yen MR, Hsu FM, Ji T, Chen PY, Matzke M, Matzke AJM, Cheng J, Birchler JA. Global impacts of chromosomal imbalance on gene expression in Arabidopsis and other taxa. Proc Natl Acad Sci U S A 2018; 115:E11321-E11330. [PMID: 30429332 PMCID: PMC6275517 DOI: 10.1073/pnas.1807796115] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Changes in dosage of part of the genome (aneuploidy) have long been known to produce much more severe phenotypic consequences than changes in the number of whole genomes (ploidy). To examine the basis of these differences, global gene expression in mature leaf tissue for all five trisomies and in diploids, triploids, and tetraploids of Arabidopsis thaliana was studied. The trisomies displayed a greater spread of expression modulation than the ploidy series. In general, expression of genes on the varied chromosome ranged from compensation to dosage effect, whereas genes from the remainder of the genome ranged from no effect to reduced expression approaching the inverse level of chromosomal imbalance (2/3). Genome-wide DNA methylation was examined in each genotype and found to shift most prominently with trisomy 4 but otherwise exhibited little change, indicating that genetic imbalance is generally mechanistically unrelated to DNA methylation. Independent analysis of gene functional classes demonstrated that ribosomal, proteasomal, and gene body methylated genes were less modulated compared with all classes of genes, whereas transcription factors, signal transduction components, and organelle-targeted protein genes were more tightly inversely affected. Comparing transcription factors and their targets in the trisomies and in expression networks revealed considerable discordance, illustrating that altered regulatory stoichiometry is a major contributor to genetic imbalance. Reanalysis of published data on gene expression in disomic yeast and trisomic mouse cells detected similar stoichiometric effects across broad phylogenetic taxa, and indicated that these effects reflect normal gene regulatory processes.
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Affiliation(s)
- Jie Hou
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211
| | - Xiaowen Shi
- Division of Biological Sciences, University of Missouri, Columbia, MO 65211
| | - Chen Chen
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211
| | - Md Soliman Islam
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211
| | - Adam F Johnson
- Division of Biological Sciences, University of Missouri, Columbia, MO 65211
- Institute of Research and Development, Duy Tan University, Da Nang, Vietnam 550000
| | - Tatsuo Kanno
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, Taiwan 11529
| | - Bruno Huettel
- Max Planck Institute for Plant Breeding, Cologne, Germany 50829
| | - Ming-Ren Yen
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, Taiwan 11529
| | - Fei-Man Hsu
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, Taiwan 11529
- Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan
| | - Tieming Ji
- Department of Statistics, University of Missouri, Columbia, MO 65211
| | - Pao-Yang Chen
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, Taiwan 11529
| | - Marjori Matzke
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, Taiwan 11529;
| | - Antonius J M Matzke
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, Taiwan 11529;
| | - Jianlin Cheng
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211
| | - James A Birchler
- Division of Biological Sciences, University of Missouri, Columbia, MO 65211;
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Overexpression of SIRT2 Alleviates Neuropathic Pain and Neuroinflammation Through Deacetylation of Transcription Factor Nuclear Factor-Kappa B. Inflammation 2017; 41:569-578. [DOI: 10.1007/s10753-017-0713-3] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Chromosomal Aneuploidy Improves the Brewing Characteristics of Sake Yeast. Appl Environ Microbiol 2017; 83:AEM.01620-17. [PMID: 28986374 DOI: 10.1128/aem.01620-17] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Accepted: 09/20/2017] [Indexed: 01/02/2023] Open
Abstract
The effect of chromosomal aneuploidy on the brewing characteristics of brewery yeasts has not been studied. Here we report that chromosomal aneuploidy in sake brewery yeast (Saccharomyces cerevisiae) leads to the development of favorable brewing characteristics. We found that pyruvate-underproducing sake yeast, which produces less off-flavor diacetyl, is aneuploid and trisomic for chromosomes XI and XIV. To confirm that this phenotype is due to aneuploidy, we obtained 45 haploids with various chromosomal additions and investigated their brewing profiles. A greater number of chromosomes correlated with a decrease in pyruvate production. Especially, sake yeast haploids with extra chromosomes in addition to chromosome XI produced less pyruvate than euploids. Mitochondrion-related metabolites and intracellular oxygen species in chromosome XI aneuploids were higher than those in euploids, and this effect was canceled in their "petite" strains, suggesting that an increase in chromosomes upregulated mitochondrial activity and decreased pyruvate levels. These findings suggested that an increase in chromosome number, including chromosome XI, in sake yeast haploids leads to pyruvate underproduction through the augmentation of mitochondrial activity. This is the first report proposing that aneuploidy in brewery yeasts improves their brewing profile.IMPORTANCE Chromosomal aneuploidy has not been evaluated in development of sake brewing yeast strains. This study shows the relationship between chromosomal aneuploidy and brewing characteristics of brewery yeast strains. High concentrations of pyruvate during sake storage give rise to α-acetolactate and, in turn, to high concentrations of diacetyl, which is considered an off-flavor. It was demonstrated that pyruvate-underproducing sake yeast is trisomic for chromosome XI and XIV. Furthermore, sake yeast haploids with extra chromosomes produced reduced levels of pyruvate and showed metabolic processes characteristic of increased mitochondrial activity. This novel discovery will enable the selection of favorable brewery yeasts by monitoring the copy numbers of specific chromosomes through a process that does not involve generation/use of genetically modified organisms.
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