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Salas-Navarrete PC, Rosas-Santiago P, Suárez-Rodríguez R, Martínez A, Caspeta L. Adaptive responses of yeast strains tolerant to acidic pH, acetate, and supraoptimal temperature. Appl Microbiol Biotechnol 2023:10.1007/s00253-023-12556-7. [PMID: 37178307 DOI: 10.1007/s00253-023-12556-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 04/20/2023] [Accepted: 04/23/2023] [Indexed: 05/15/2023]
Abstract
Ethanol fermentations can be prematurely halted as Saccharomyces cerevisiae faces adverse conditions, such as acidic pH, presence of acetic acid, and supraoptimal temperatures. The knowledge on yeast responses to these conditions is essential to endowing a tolerant phenotype to another strain by targeted genetic manipulation. In this study, physiological and whole-genome analyses were conducted to obtain insights on molecular responses which potentially render yeast tolerant towards thermoacidic conditions. To this end, we used thermotolerant TTY23, acid tolerant AT22, and thermo-acid tolerant TAT12 strains previously generated by adaptive laboratory evolution (ALE) experiments. The results showed an increase in thermoacidic profiles in the tolerant strains. The whole-genome sequence revealed the importance of genes related to: H+, iron, and glycerol transport (i.e., PMA1, FRE1/2, JEN1, VMA2, VCX1, KHA1, AQY3, and ATO2); transcriptional regulation of stress responses to drugs, reactive oxygen species and heat-shock (i.e., HSF1, SKN7, BAS1, HFI1, and WAR1); and adjustments of fermentative growth and stress responses by glucose signaling pathways (i.e., ACS1, GPA1/2, RAS2, IRA2, and REG1). At 30 °C and pH 5.5, more than a thousand differentially expressed genes (DEGs) were identified in each strain. The integration of results revealed that evolved strains adjust their intracellular pH by H+ and acetic acid transport, modify their metabolism and stress responses via glucose signaling pathways, control of cellular ATP pools by regulating translation and de novo synthesis of nucleotides, and direct the synthesis, folding and rescue of proteins throughout the heat-shock stress response. Moreover, the motifs analysis in mutated transcription factors suggested a significant association of SFP1, YRR1, BAS1, HFI1, HSF1, and SKN7 TFs with DEGs found in thermoacidic tolerant yeast strains. KEY POINTS: • All the evolved strains overexpressed the plasma membrane H+ -ATPase PMA1 at optimal conditions • Tolerant strain TAT12 mutated genes encoding weak acid and heat response TFs HSF1, SKN7, and WAR1 • TFs HSF1 and SKN7 likely controlled the transcription of metabolic genes associated to heat and acid tolerance.
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Affiliation(s)
- Prisciluis Caheri Salas-Navarrete
- Centro de Investigación en Biotecnología, Universidad Autónoma del Estado de Morelos, Av. Universidad 1001, Col. Chamilpa, Cuernavaca, 62209, Morelos, México
| | - Paul Rosas-Santiago
- Departamento de Biología Molecular de Plantas, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Av. Universidad 2001, Col. Chamilpa, Cuernavaca, 62210, Morelos, México
| | - Ramón Suárez-Rodríguez
- Centro de Investigación en Biotecnología, Universidad Autónoma del Estado de Morelos, Av. Universidad 1001, Col. Chamilpa, Cuernavaca, 62209, Morelos, México
| | - Alfredo Martínez
- Departamento de Ingeniería Celular y Biocatálisis, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Av. Universidad 2001, Col. Chamilpa, Cuernavaca, 62210, Morelos, México
| | - Luis Caspeta
- Departamento de Ingeniería Celular y Biocatálisis, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Av. Universidad 2001, Col. Chamilpa, Cuernavaca, 62210, Morelos, México.
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2
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Chidambaram R, Ramachandran G, Rajasekharan R, Nachiappan V. Impairment of transcription factor Gcr1p binding motif perturbs OPI3 transcription in Saccharomyces cerevisiae. J Cell Biochem 2022; 123:1032-1052. [PMID: 35416329 DOI: 10.1002/jcb.30245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 03/09/2022] [Accepted: 03/16/2022] [Indexed: 11/08/2022]
Abstract
In Saccharomyces cerevisiae, the transcription factor GCR1 plays a vital role in carbohydrate metabolism and in the current study we tried to elucidate its role in lipid metabolism. In silico analysis revealed the upstream activation sequence (UAS) in the promoter region of OPI3 possessed six conserved recognition sequences for Gcr1p and the ChIP assay confirmed the binding of Gcr1p on the OPI3 promoter region. The real-time quantitative polymerase chain reaction and promoter-reporter activity revealed a substantial reduction in OPI3 expression and was supported with decreased phosphatidylcholine (PC) level that is rescued with exogenous choline supplementation in gcr1∆ cells. Simultaneously, there was an increase in triacylglycerol level, accompanied with increased number and size of lipid droplets in gcr1∆ cells. The expression of pT1, pT2 truncations in opi3∆ cells revealed the -1 to -500 bp in the promoter region is essential for the activation of OPI3 transcription. The mutation specifically at UASCT box (-265) in the OPI3 promoter region displayed a reduction in the PC level and the additional mutation at UASINO (-165) further reduced the PC level. Collectively, our data suggest that the GCR1 transcription factor also regulates the OPI3 expression and has an impact on lipid homeostasis.
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Affiliation(s)
- Ravi Chidambaram
- Department of Biochemistry, School of Life Sciences, Bharathidasan University, Tiruchirappalli, Tamil Nadu, India
| | - Gowsalya Ramachandran
- Department of Biochemistry, School of Life Sciences, Bharathidasan University, Tiruchirappalli, Tamil Nadu, India
| | - Ram Rajasekharan
- Department of Microbiology, Central University of Tamil Nadu, Tamil Nadu, India
| | - Vasanthi Nachiappan
- Department of Biochemistry, School of Life Sciences, Bharathidasan University, Tiruchirappalli, Tamil Nadu, India
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3
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Ravi C, Gowsalya R, Nachiappan V. Impaired GCR1 transcription resulted in defective inositol levels, vacuolar structure and autophagy in Saccharomyces cerevisiae. Curr Genet 2019; 65:995-1014. [PMID: 30879088 DOI: 10.1007/s00294-019-00954-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Revised: 03/01/2019] [Accepted: 03/08/2019] [Indexed: 01/15/2023]
Abstract
In yeast, the GCR1 transcription factor is involved in the regulation of glycolysis and its deletion exhibited growth defect, reduced inositol and phosphatidylinositol (PI) levels compared to WT cells. We observed a down regulation of the INO1 and PIS1 expression in gcr1∆ cells under both I- and I+ conditions and the over expression of GCR1 in gcr1∆ cells restored the growth, retrieved the expression of INO1, and PIS1 comparable to WT cells. In the gel shift assay, the Gcr1p binds to its consensus sequence CTTCC in PIS1 promoter and regulates its expression but not in INO1 transcription. The WT cells, under I- significantly reduced the expression of GCR1 and PIS1, but increased the expression of KCS1 and de-repressed INO1. The Kcs1p expression was reduced in gcr1∆ cells; this reduced INO1 expression resulting in abnormal vacuolar structure and reduced autophagy in Saccharomyces cerevisiae.
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Affiliation(s)
- Chidambaram Ravi
- Department of Biochemistry, School of Life Sciences, Bharathidasan University, Tiruchirappalli, Tamil Nadu, 620 024, India
| | - Ramachandran Gowsalya
- Department of Biochemistry, School of Life Sciences, Bharathidasan University, Tiruchirappalli, Tamil Nadu, 620 024, India
| | - Vasanthi Nachiappan
- Department of Biochemistry, School of Life Sciences, Bharathidasan University, Tiruchirappalli, Tamil Nadu, 620 024, India.
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4
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Lamas-Maceiras M, Rodríguez-Belmonte E, Becerra M, González-Siso MI, Cerdán ME. KlGcr1 controls glucose-6-phosphate dehydrogenase activity and responses to H2O2, cadmium and arsenate in Kluyveromyces lactis. Fungal Genet Biol 2015; 82:95-103. [PMID: 26164373 DOI: 10.1016/j.fgb.2015.07.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Revised: 07/07/2015] [Accepted: 07/08/2015] [Indexed: 12/01/2022]
Abstract
It has been previously reported that Gcr1 differentially controls growth and sugar utilization in Saccharomyces cerevisiae and Kluyveromyces lactis, although the regulatory mechanisms causing activation of glycolytic genes are conserved (Neil et al., 2004). We have found that KlGCR1 deletion diminishes glucose consumption and ethanol production, but increases resistance to oxidative stress caused by H2O2, cadmium and arsenate, glucose 6P dehydrogenase activity, and the NADPH/NADP(+) and GSH/GSSG ratios in K. lactis. The gene KlZWF1 that encodes for glucose 6P dehydrogenase, the first enzyme in the pentose phosphate pathway, is transcriptionally regulated by KlGcr1. The high resistance to oxidative stress observed in the ΔKlgcr1 mutant strain, could be explained as a consequence of an increased flux of glucose through the pentose phosphate pathway. Since mitochondrial respiration decreases in the ΔKlgcr1 mutant (García-Leiro et al., 2010), the reoxidation of the NADPH, produced through the pentose phosphate pathway, has to be achieved by the reduction of other molecules implied in the defense against oxidative stress, like GSSG. The higher GSH/GSSG ratio in the mutant would explain its phenotype of increased resistance to oxidative stress.
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Affiliation(s)
- Mónica Lamas-Maceiras
- Grupo de Investigación EXPRELA, Centro de Investigacions Cientificas Avanzadas (CICA), Departamento de Bioloxía Celular e Molecular, Facultade de Ciencias, Universidade da Coruña, Campus de A Coruña, 15071 A Coruña, Spain
| | - Esther Rodríguez-Belmonte
- Grupo de Investigación EXPRELA, Centro de Investigacions Cientificas Avanzadas (CICA), Departamento de Bioloxía Celular e Molecular, Facultade de Ciencias, Universidade da Coruña, Campus de A Coruña, 15071 A Coruña, Spain
| | - Manuel Becerra
- Grupo de Investigación EXPRELA, Centro de Investigacions Cientificas Avanzadas (CICA), Departamento de Bioloxía Celular e Molecular, Facultade de Ciencias, Universidade da Coruña, Campus de A Coruña, 15071 A Coruña, Spain
| | - Ma Isabel González-Siso
- Grupo de Investigación EXPRELA, Centro de Investigacions Cientificas Avanzadas (CICA), Departamento de Bioloxía Celular e Molecular, Facultade de Ciencias, Universidade da Coruña, Campus de A Coruña, 15071 A Coruña, Spain
| | - Ma Esperanza Cerdán
- Grupo de Investigación EXPRELA, Centro de Investigacions Cientificas Avanzadas (CICA), Departamento de Bioloxía Celular e Molecular, Facultade de Ciencias, Universidade da Coruña, Campus de A Coruña, 15071 A Coruña, Spain.
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5
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Role for the molecular chaperones Zuo1 and Ssz1 in quorum sensing via activation of the transcription factor Pdr1. Proc Natl Acad Sci U S A 2011; 109:472-7. [PMID: 22203981 DOI: 10.1073/pnas.1119184109] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Zuo1 functions as a J-protein cochaperone of its partner Hsp70. In addition, the C terminus of Zuo1 and the N terminus of Ssz1, with which Zuo1 forms a heterodimer, can independently activate the Saccharomyces cerevisiae transcription factor pleiotropic drug resistance 1 (Pdr1). Here we report that activation of Pdr1 by Zuo1 or Ssz1 causes premature growth arrest of cells during the diauxic shift, as they adapt to the changing environmental conditions. Conversely, cells lacking Zuo1 or Ssz1 overgrow, arresting at a higher cell density, an effect overcome by activation of Pdr1. Cells lacking the genes encoding plasma membrane transporters Pdr5 and Snq2, two targets of Pdr1, also overgrow at the diauxic shift. Adding conditioned medium harvested from cultures of wild-type cells attenuated the overgrowth of both zuo1Δssz1Δ and pdr5Δsnq2Δ cells, suggesting the extracellular presence of molecules that signal growth arrest. In addition, our yeast two-hybrid analysis revealed an interaction between Pdr1 and both Zuo1 and Ssz1. Together, our results support a model in which (i) membrane transporters, encoded by Pdr1 target genes act to promote cell-cell communication by exporting quorum sensing molecules, in addition to playing a role in pleiotropic drug resistance; and (ii) molecular chaperones function at promoters to regulate this intercellular communication through their activation of the transcription factor Pdr1.
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6
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Bai L, Ondracka A, Cross FR. Multiple sequence-specific factors generate the nucleosome-depleted region on CLN2 promoter. Mol Cell 2011; 42:465-76. [PMID: 21596311 DOI: 10.1016/j.molcel.2011.03.028] [Citation(s) in RCA: 82] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2010] [Revised: 03/12/2011] [Accepted: 03/30/2011] [Indexed: 01/29/2023]
Abstract
Nucleosome-depleted regions (NDRs) are ubiquitous on eukaryotic promoters. The formation of many NDRs cannot be readily explained by previously proposed mechanisms. Here, we carry out a focused study on a physiologically important NDR in the yeast CLN2 promoter (CLN2pr). We show that this NDR does not result from intrinsically unfavorable histone-DNA interaction. Instead, we identified eight conserved factor binding sites, including that of Reb1, Mcm1, and Rsc3, that cause the local nucleosome depletion. These nucleosome-depleting factors (NDFs) work redundantly, and simultaneously mutating all their binding sites eliminates CLN2pr NDR. The loss of the NDR induces unreliable "on/off" expression in individual cell cycles, but in the presence of the NDR, NDFs have little direct effect on transcription. We present bioinformatic evidence that the formation of many NDRs across the genome involves multiple NDFs. Our findings also provide significant insight into the composition and spatial organization of functional promoters.
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Affiliation(s)
- Lu Bai
- Laboratory of Cell Cycle Genetics, The Rockefeller University, New York, NY, 10065, USA.
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7
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Abstract
In the presence of glucose, yeast undergoes an important remodelling of its metabolism. There are changes in the concentration of intracellular metabolites and in the stability of proteins and mRNAs; modifications occur in the activity of enzymes as well as in the rate of transcription of a large number of genes, some of the genes being induced while others are repressed. Diverse combinations of input signals are required for glucose regulation of gene expression and of other cellular processes. This review focuses on the early elements in glucose signalling and discusses their relevance for the regulation of specific processes. Glucose sensing involves the plasma membrane proteins Snf3, Rgt2 and Gpr1 and the glucose-phosphorylating enzyme Hxk2, as well as other regulatory elements whose functions are still incompletely understood. The similarities and differences in the way in which yeasts and mammalian cells respond to glucose are also examined. It is shown that in Saccharomyces cerevisiae, sensing systems for other nutrients share some of the characteristics of the glucose-sensing pathways.
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Affiliation(s)
- Juana M Gancedo
- Department of Metabolism and Cell Signalling, Instituto de Investigaciones Biomédicas Alberto Sols, CSIC-UAM, Madrid, Spain.
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8
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Türkel S, Arik E. Glucose signaling controls the transcription of retrotransposon Ty2-917 in Saccharomyces cerevisiae. Virus Genes 2007; 35:713-7. [PMID: 17682934 DOI: 10.1007/s11262-007-0145-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2006] [Accepted: 11/30/2006] [Indexed: 11/25/2022]
Abstract
We have analyzed the effects of glucose signaling on the transcription in the yeast retrotransposon Ty2-917. Growth of Saccharomyces cerevisiae in non-fermentable carbon sources such as glycerol, lactate, or ethanol resulted in a dramatic decrease in the transcription of Ty2-917. However, when the yeast cells were transferred to a fermentable growth medium, Ty2-917 transcription is activated by 13-fold. Nonetheless, it appears that the activation of Ty2 transcription requires high levels of glucose since low levels of glucose or 2-deoxyglucose were not sufficient for the activation of Ty2 transcription. In addition, we have shown that glucose induction of Ty2 transcription may require the transcription factor Gcr1p since the glucose induced transcription level of Ty2 is much lower in a gcr1 mutant yeast strain than the GCR1+ strain. These results demonstrate that glucose signaling activates the transcription in the retroviral-like element Ty2-917.
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Affiliation(s)
- Sezai Türkel
- Department of Biology, Faculty of Arts and Sciences, Uludag University, 16059 Bursa, Turkey.
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9
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Barbara KE, Willis KA, Haley TM, Deminoff SJ, Santangelo GM. Coiled coil structures and transcription: an analysis of the S. cerevisiae coilome. Mol Genet Genomics 2007; 278:135-47. [PMID: 17476531 DOI: 10.1007/s00438-007-0237-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2007] [Accepted: 03/22/2007] [Indexed: 12/25/2022]
Abstract
The alpha-helical coiled coil is a simple but widespread motif that is an integral feature of many cellular structures. Coiled coils allow monomeric building blocks to form complex assemblages that can serve as molecular motors and springs. Previous parametrically delimited analyses of the distribution of coiled coils in the genomes of diverse organisms, including Escherichia coli, Saccharomyces cerevisiae, Arabidopsis thaliana, Caenorhabditis elegans and Homo sapiens, have identified conserved biological processes that make use of this versatile motif. Here we present a comprehensive inventory of the set of coiled coil proteins in S. cerevisiae by combining multiple coiled coil prediction algorithms with extensive literature curation. Our analysis of this set of proteins, which we call the coilome, reveals a wider role for this motif in transcription than was anticipated, particularly with respect to the category that includes nucleocytoplasmic shuttling factors involved in transcriptional regulation. We also show that the constitutively nuclear yeast transcription factor Gcr1 is homologous to the mammalian transcription factor MLL3, and that two coiled coil domains conserved between these homologs are important for Gcr1 dimerization and function. These data support the hypothesis that coiled coils are required to assemble structures essential for proper functioning of the transcriptional machinery.
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Affiliation(s)
- Kellie E Barbara
- Mississippi Functional Genomics Network, The University of Southern Mississippi, Hattiesburg, MS, USA
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10
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Guo X, Zhou X. Molecular characterization of a new begomovirus infecting Sida cordifolia and its associated satellite DNA molecules. Virus Genes 2007; 33:279-85. [PMID: 16990998 DOI: 10.1007/s11262-006-0066-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2005] [Accepted: 01/12/2006] [Indexed: 11/24/2022]
Abstract
Two virus isolates Hn57 and Hn60 were obtained from Sida cordifolia showing mild upward leaf-curling symptoms in Hainan province of China. Comparison of partial sequences of DNA-A like molecule confirmed the existence of a single type of begomovirus. The complete nucleotide sequence of DNA-A of Hn57 was determined to be 2757 nucleotides, with a genomic organization typical of begomoviruses. Complete sequence comparison with other reported begomoviruses revealed that Hn57 DNA-A has the highest sequence identity (71.0%) with that of Tobacco leaf curl Yunnan virus. Consequently, Hn57 was considered to be a new begomovirus species, for which the name Sida leaf curl virus (SiLCV) is proposed. In addition to DNA-A molecule, two additional circular single-stranded satellite DNA molecules corresponding to DNAbeta and DNA1 were found to be associated with SiLCV isolates. Both DNAbeta and DNA1 were approximately half the size of their cognate genomic DNA. Sequence analysis shows that DNAbeta of Hn57 and Hn60 share 93.8% nucleotide sequence identity, and they have the highest sequence identity (58.5%) with DNAbeta associated with Ageratum leaf curl disease (AJ316027). The nucleotide sequence identity between DNA1 of Hn57 and that of Hn60 was 83.8%, they share 58.2-79.3% nucleotide sequence identities in comparison with other previously reported DNAl.
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Affiliation(s)
- Xiaojian Guo
- Institute of Biotechnology, Zhejiang University, Hangzhou , 310029, P. R. China
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11
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Barbara KE, Haley TM, Willis KA, Santangelo GM. The transcription factor Gcr1 stimulates cell growth by participating in nutrient-responsive gene expression on a global level. Mol Genet Genomics 2006; 277:171-88. [PMID: 17124610 DOI: 10.1007/s00438-006-0182-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2006] [Accepted: 10/06/2006] [Indexed: 12/21/2022]
Abstract
Transcriptomic reprogramming is critical to the coordination between growth and cell cycle progression in response to changing extracellular conditions. In Saccharomyces cerevisiae, the transcription factor Gcr1 contributes to this coordination by supporting maximum expression of G1 cyclins in addition to regulating both glucose-induced and glucose-repressed genes. We report here the comprehensive genome-wide expression profiling of gcr1Delta cells. Our data show that reduced expression of ribosomal protein genes in gcr1Delta cells is detectable both 20 min after glucose addition and in steady-state cultures of raffinose-grown cells, showing that this defect is not the result of slow growth or growth on a repressing sugar. However, the large cell phenotype of the gcr1Delta mutant occurs only in the presence of repressing sugars. GCR1 deletion also results in aberrant derepression of numerous glucose repressed loci; glucose-grown gcr1Delta cells actively respire, demonstrating that this global alteration in transcription corresponds to significant changes at the physiological level. These data offer an insight into the coordination of growth and cell division by providing an integrated view of the transcriptomic, phenotypic, and metabolic consequences of GCR1 deletion.
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Affiliation(s)
- Kellie E Barbara
- Mississippi Functional Genomics Network, The University of Southern Mississippi, 118 College Dr., Hattiesburg, MS, USA
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12
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Abstract
Eukaryotic cells possess an exquisitely interwoven and fine-tuned series of signal transduction mechanisms with which to sense and respond to the ubiquitous fermentable carbon source glucose. The budding yeast Saccharomyces cerevisiae has proven to be a fertile model system with which to identify glucose signaling factors, determine the relevant functional and physical interrelationships, and characterize the corresponding metabolic, transcriptomic, and proteomic readouts. The early events in glucose signaling appear to require both extracellular sensing by transmembrane proteins and intracellular sensing by G proteins. Intermediate steps involve cAMP-dependent stimulation of protein kinase A (PKA) as well as one or more redundant PKA-independent pathways. The final steps are mediated by a relatively small collection of transcriptional regulators that collaborate closely to maximize the cellular rates of energy generation and growth. Understanding the nuclear events in this process may necessitate the further elaboration of a new model for eukaryotic gene regulation, called "reverse recruitment." An essential feature of this idea is that fine-structure mapping of nuclear architecture will be required to understand the reception of regulatory signals that emanate from the plasma membrane and cytoplasm. Completion of this task should result in a much improved understanding of eukaryotic growth, differentiation, and carcinogenesis.
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Affiliation(s)
- George M Santangelo
- Department of Biological Sciences, University of Southern Mississippi, Hattiesburg, MS 39406-5018, USA.
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13
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Petti AA, Church GM. A network of transcriptionally coordinated functional modules in Saccharomyces cerevisiae. Genome Res 2005; 15:1298-306. [PMID: 16109970 PMCID: PMC1199545 DOI: 10.1101/gr.3847105] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Recent computational and experimental work suggests that functional modules underlie much of cellular physiology and are a useful unit of cellular organization from the perspective of systems biology. Because interactions among modules can give rise to higher-level properties that are essential to cellular function, a complete knowledge of these interactions is necessary for future work in systems biology, including in silico modeling and metabolic engineering. Here we present a computational method for the systematic identification and analysis of functional modules whose activity is coordinated at the level of transcription. We applied this method, Search for Pairwise Interactions (SPIN), to obtain a global view of functional module connectivity in Saccharomyces cerevisiae and to provide insight into the biological mechanisms underlying this coordination. We also examined this global network at higher resolution to obtain detailed information about the interactions of particular module pairs. For instance, our results reveal possible transcriptional coordination of glycolysis and lipid metabolism by the transcription factor Gcr1p, and further suggest that glycolysis and phosphoinositide signaling may regulate each other reciprocally.
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Affiliation(s)
- Allegra A Petti
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA.
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Menon BB, Sarma NJ, Pasula S, Deminoff SJ, Willis KA, Barbara KE, Andrews B, Santangelo GM. Reverse recruitment: the Nup84 nuclear pore subcomplex mediates Rap1/Gcr1/Gcr2 transcriptional activation. Proc Natl Acad Sci U S A 2005; 102:5749-54. [PMID: 15817685 PMCID: PMC556015 DOI: 10.1073/pnas.0501768102] [Citation(s) in RCA: 115] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2005] [Indexed: 11/18/2022] Open
Abstract
The recruitment model for gene activation presumes that DNA is a platform on which the requisite components of the transcriptional machinery are assembled. In contrast to this idea, we show here that Rap1/Gcr1/Gcr2 transcriptional activation in yeast cells occurs through a large anchored protein platform, the Nup84 nuclear pore subcomplex. Surprisingly, Nup84 and associated subcomplex components activate transcription themselves in vivo when fused to a heterologous DNA-binding domain. The Rap1 coactivators Gcr1 and Gcr2 form an important bridge between the yeast nuclear pore complex and the transcriptional machinery. Nucleoporin activation may be a widespread eukaryotic phenomenon, because it was first detected as a consequence of oncogenic rearrangements in acute myeloid leukemia and related syndromes in humans. These chromosomal translocations fuse a homeobox DNA-binding domain to the human homolog (hNup98) of a transcriptionally active component of the yeast Nup84 subcomplex. We conclude that Rap1 target genes are activated by moving to contact compartmentalized nuclear assemblages, rather than through recruitment of the requisite factors to chromatin by means of diffusion. We term this previously undescribed mechanism "reverse recruitment" and discuss the possibility that it is a central feature of eukaryotic gene regulation. Reverse recruitment stipulates that activators work by bringing the DNA to an nuclear pore complex-tethered platform of assembled transcriptional machine components.
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Affiliation(s)
- Balaraj B Menon
- Department of Biological Sciences, University of Southern Mississippi, Hattiesburg, MS 39406, USA
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15
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Abstract
Cooperativity between transcription factors is critical to gene regulation. Current computational methods do not take adequate account of this salient aspect. To address this issue, we present a computational method based on multivariate adaptive regression splines to correlate the occurrences of transcription factor binding motifs in the promoter DNA and their interactions to the logarithm of the ratio of gene expression levels. This allows us to discover both the individual motifs and synergistic pairs of motifs that are most likely to be functional, and enumerate their relative contributions at any arbitrary time point for which mRNA expression data are available. We present results of simulations and focus specifically on the yeast cell-cycle data. Inclusion of synergistic interactions can increase the prediction accuracy over linear regression to as much as 1.5- to 3.5-fold. Significant motifs and combinations of motifs are appropriately predicted at each stage of the cell cycle. We believe our multivariate adaptive regression splines-based approach will become more significant when applied to higher eukaryotes, especially mammals, where cooperative control of gene regulation is absolutely essential.
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Affiliation(s)
- Debopriya Das
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
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