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1.
Dalton Trans ; 52(22): 7512-7523, 2023 Jun 06.
Artigo em Inglês | MEDLINE | ID: mdl-37199710

RESUMO

Photodynamic therapy (PDT) is a promising treatment for certain cancers that proceeds via sensitization of ground state 3O2 to generate reactive 1O2. Classic macrocyclic tetrapyrrole ligand scaffolds, such as porphyrins and phthalocyanines, have been studied in detail for their 1O2 photosensitization capabilities. Despite their compelling photophysics, these systems have been limited in PDT applications because of adverse biological side effects. Conversely, the development of non-traditional oligotetrapyrrole ligands metalated with palladium (Pd[DMBil1]) have established new candidates for PDT that display excellent biocompatibility. Herein, the synthesis, electrochemical, and photophysical characterization of a new family of 2,18-bis(phenylalkynyl)-substituted PdII 10,10-dimethyl-5,15-bis(pentafluorophenyl)-biladiene (Pd[DMBil2-R]) complexes is presented. These second generation biladienes feature extended conjugation relative to previously characterized PdII biladiene scaffolds (Pd[DMBil1]). We show that these new derivatives can be prepared in good yield and, that the electronic nature of the phenylalkynyl appendages dramatically influence the PdII biladiene photophysics. Extending the conjugation of the Pd[DMBil1] core through installation of phenylacetylene resulted in a ∼75 nm red-shift of the biladiene absorption spectrum into the phototherapeutic window (600-900 nm), while maintaining the PdII biladiene's steady-state spectroscopic 1O2 sensitization characteristics. Varying the electronics of the phenylalkyne groups via installation of electron donating or withdrawing groups dramatically influences the steady-state spectroscopic and photophysical properties of the resulting Pd[DMBil2-R] family of complexes. The most electron rich variants (Pd[DMBil2-N(CH3)2]) can absorb light as far red as ∼700 nm but suffer from significantly reduced ability to sensitize formation of 1O2. By contrast, Pd[DMBil2-R] derivatives bearing electron withdrawing functionalities (Pd[DMBil2-CN] and Pd[DMBil2-CF3]) display 1O2 quantum yields above 90%. The collection of results we report suggest that excited state charge transfer from more electron-rich phenyl-alkyne appendages to the electron deficient biladiene core circumvents triplet sensitization. The spectral and redox properties, as well as the triplet sensitization efficiency of each Pd[DMBil2-R] derivative is considered in relation to the Hammett value (σp) for each biladiene's R-group. More broadly, the results reported in this study clearly demonstrate that biladiene redox properties, spectral properties, and photophysics can be perturbed greatly by relatively minor alterations to biladiene structure.

2.
Chemistry ; 29(10): e202203405, 2023 Feb 16.
Artigo em Inglês | MEDLINE | ID: mdl-36332182

RESUMO

Oxidative phenol coupling reduces reliance on halo/metalated substrates used in conventional redox neutral couplings. A new strategy for constructing polycyclic aromatic hydrocarbons (PAHs) that incorporates oxidative phenol coupling is outlined in a three-stage approach: oxidative fragment coupling, linking of the two resultant units, and oxidative cyclization. The protocol allows rapid assembly of both planar and helical systems with a high degree of edge functionalization. The incorporation of 12 alkoxy groups on systems with 12 rings gave rise to lower optical gaps compared to systems with a lesser degree of edge functionalization.

3.
Org Lett ; 24(7): 1423-1428, 2022 02 25.
Artigo em Inglês | MEDLINE | ID: mdl-35148118

RESUMO

The electrochemical oxidation of sensitive propargylic benzylic alcohols having varying substituents is reported. We describe the preparation and characterization of N-hydroxytetrafluorophthalimide (TFNHPI) and pseudo-high-throughput development of a green electrochemical oxidation protocol for sensitive propargylic benzylic alcohols that employs TFNHPI as a stable electrochemical mediator. The electrochemical oxidation of propargylic benzylic alcohols was leveraged to develop short synthetic pathways for preparing gram quantities of resveratrol natural products such as pauciflorols.


Assuntos
Álcoois
4.
Nat Ecol Evol ; 5(7): 974-986, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-34002050

RESUMO

Many insects metamorphose from antagonistic larvae into mutualistic adult pollinators, with reciprocal adaptation leading to specialized insect-plant associations. It remains unknown how such interactions are established at molecular level. Here we assemble high-quality genomes of a fig species, Ficus pumila var. pumila, and its specific pollinating wasp, Wiebesia pumilae. We combine multi-omics with validation experiments to reveal molecular mechanisms underlying this specialized interaction. In the plant, we identify the specific compound attracting pollinators and validate the function of several key genes regulating its biosynthesis. In the pollinator, we find a highly reduced number of odorant-binding protein genes and an odorant-binding protein mainly binding the attractant. During antagonistic interaction, we find similar chemical profiles and turnovers throughout the development of galled ovules and seeds, and a significant contraction of detoxification-related gene families in the pollinator. Our study identifies some key genes bridging coevolved mutualists, establishing expectations for more diffuse insect-pollinator systems.


Assuntos
Ficus , Vespas , Adaptação Fisiológica , Animais , Humanos , Polinização , Simbiose
5.
Org Lett ; 22(8): 2914-2919, 2020 04 17.
Artigo em Inglês | MEDLINE | ID: mdl-32227903

RESUMO

A mild and efficient method for the vanadium-catalyzed intramolecular coupling of tethered free phenols is described. The corresponding phenol-dienone products are prepared directly in good yields with low catalyst loadings. Electronically diverse tethered phenol precursors are well tolerated, and the catalytic method was effectively applied as the key step in syntheses of three natural products and a synthetically useful morphinan alkaloid precursor.


Assuntos
Alcenos/síntese química , Produtos Biológicos/síntese química , Fenol/síntese química , Vanádio/química , Alcenos/química , Produtos Biológicos/química , Catálise , Estrutura Molecular , Oxirredução , Fenol/química
6.
ACS Catal ; 10(24): 14615-14623, 2020 Dec 18.
Artigo em Inglês | MEDLINE | ID: mdl-33927912

RESUMO

The oxidative photocatalytic method for phenol-phenol homo-coupling and cross-coupling is described and isolated yields of 16-97% are obtained. Measured oxidation potentials and computed nucleophilicity parameters support a mechanism of nucleophilic attack of one partner onto the oxidized neutral radical form of the other partner. Understanding of this model permitted development of cross-coupling reactions between nucleophilic phenols/arenes and easily oxidized phenols with high selectivity and efficiency. A highlight of this method is that one equivalent of each coupling partner is utilized. Building on these findings, a non-enzymatic, catalytic method for coupling tyrosine was also developed.

7.
Sci Rep ; 8(1): 17942, 2018 12 18.
Artigo em Inglês | MEDLINE | ID: mdl-30560928

RESUMO

Primula vulgaris (primrose) exhibits heterostyly: plants produce self-incompatible pin- or thrum-form flowers, with anthers and stigma at reciprocal heights. Darwin concluded that this arrangement promotes insect-mediated cross-pollination; later studies revealed control by a cluster of genes, or supergene, known as the S (Style length) locus. The P. vulgaris S locus is absent from pin plants and hemizygous in thrum plants (thrum-specific); mutation of S locus genes produces self-fertile homostyle flowers with anthers and stigma at equal heights. Here, we present a 411 Mb P. vulgaris genome assembly of a homozygous inbred long homostyle, representing ~87% of the genome. We annotate over 24,000 P. vulgaris genes, and reveal more genes up-regulated in thrum than pin flowers. We show reduced genomic read coverage across the S locus in other Primula species, including P. veris, where we define the conserved structure and expression of the S locus genes in thrum. Further analysis reveals the S locus has elevated repeat content (64%) compared to the wider genome (37%). Our studies suggest conservation of S locus genetic architecture in Primula, and provide a platform for identification and evolutionary analysis of the S locus and downstream targets that regulate heterostyly in diverse heterostylous species.


Assuntos
Biologia Computacional , Regulação da Expressão Gênica de Plantas , Genoma de Planta , Genômica , Primula/genética , Mapeamento Cromossômico , Biologia Computacional/métodos , Loci Gênicos , Genômica/métodos , Fenótipo , Filogenia , Primula/classificação , Sequências Repetitivas de Ácido Nucleico
8.
Plant Methods ; 14: 93, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30386411

RESUMO

BACKGROUND: Genetic transformation is a valuable tool and an important procedure in plant functional genomics contributing to gene discovery, allowing powerful insights into gene function and genetically controlled characteristics. Primulaceae species provide one of the best-known examples of heteromorphic flower development, a breeding system which has attracted considerable attention, including that of Charles Darwin. Molecular approaches, including plant transformation give the best opportunity to define and understand the role of genes involved in floral heteromorphy in the common primrose, Primula vulgaris, along with other Primula species. RESULTS: Two transformation systems have been developed in P. vulgaris. The first system, Agrobacterium-mediated vacuum infiltration of seedlings, enables the rapid testing of transgenes, transiently in planta. GUS expression was observed in the cotyledons, true leaves, and roots of Primula seedlings. The second system is based on Agrobacterium tumefaciens infection of pedicel explants with an average transformation efficiency of 4.6%. This transformation system, based on regeneration and selection of transformants within in vitro culture, demonstrates stable transgene integration and transmission to the next generation. CONCLUSION: The two transformation systems reported here will aid fundamental research into important traits in Primula. Although, stable integration of transgenes is the ultimate goal for such analyses, transient gene expression via Agrobacterium-mediated DNA transfer, offers a simple and fast method to analyse transgene functions. The second system describes, for the first time, stable Agrobacterium-mediated transformation of Primula vulgaris, which will be key to characterising the genes responsible for the control of floral heteromorphy.

9.
J Org Chem ; 83(19): 12207-12212, 2018 10 05.
Artigo em Inglês | MEDLINE | ID: mdl-30141933

RESUMO

A chiral oxazaborolidine combined with SnCl4 has been found to promote the dearomative spirocyclization of electron-rich benzyl allenyl ketones. The reaction outcome is sensitive to the nature of activating acid, which was rationalized using hard-soft acid-base (HSAB) theory. The spirocyclic product was obtained with up to 72% ee, which is the best result reported to date for these substrates. The formation of cross-conjugated or conjugated products is readily controlled by changing the oxygen-protecting groups.


Assuntos
Alcenos/química , Ácidos de Lewis/química , Compostos de Espiro/química , Catálise , Ciclização , Cetonas/química , Estereoisomerismo
10.
Angew Chem Int Ed Engl ; 57(25): 7528-7532, 2018 06 18.
Artigo em Inglês | MEDLINE | ID: mdl-29710418

RESUMO

A concise synthesis of protected 5-cyano-l-tryptophan (Trp5CN ) has been developed for 2D IR spectroscopic investigations within either peptides or proteins. To assess the potential of differently substituted cyano-tryptophans, several model cyano-indole systems were characterized using IR spectroscopy. Upon assessment of their spectroscopic properties, Trp5CN was integrated into a model peptide sequence, Trp5CN -Gly-Phe4CN , to elucidate its structure. This peptide demonstrates the capability of this probe to capture structural information by 2D IR spectroscopy. The 2D IR spectrum of the peptide in water was simulated to reveal a unique spectral signature resulting from the presence of dipolar coupling. The coupling strength between cyano labels was determined to be 1.4 cm-1 by matching the slopes along the max contour for the simulated and experimental spectrum. Using transition dipole coupling, a distance between the two probes of 13 Šwas calculated.


Assuntos
Espectrofotometria Infravermelho/métodos , Triptofano/química , Conformação Proteica , Proteínas/química , Triptofano/análogos & derivados
11.
Nat Plants ; 2(12): 16188, 2016 12 02.
Artigo em Inglês | MEDLINE | ID: mdl-27909301

RESUMO

Darwin's studies on heterostyly in Primula described two floral morphs, pin and thrum, with reciprocal anther and stigma heights that promote insect-mediated cross-pollination. This key innovation evolved independently in several angiosperm families. Subsequent studies on heterostyly in Primula contributed to the foundation of modern genetic theory and the neo-Darwinian synthesis. The established genetic model for Primula heterostyly involves a diallelic S locus comprising several genes, with rare recombination events that result in self-fertile homostyle flowers with anthers and stigma at the same height. Here we reveal the S locus supergene as a tightly linked cluster of thrum-specific genes that are absent in pins. We show that thrums are hemizygous not heterozygous for the S locus, which suggests that homostyles do not arise by recombination between S locus haplotypes as previously proposed. Duplication of a floral homeotic gene 51.7 million years (Myr) ago, followed by its neofunctionalization, created the current S locus assemblage which led to floral heteromorphy in Primula. Our findings provide new insights into the structure, function and evolution of this archetypal supergene.


Assuntos
Evolução Molecular , Flores/genética , Genes de Plantas , Primula/genética , Flores/anatomia & histologia , Primula/anatomia & histologia
12.
New Phytol ; 208(1): 39-51, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26255981

RESUMO

In 1862, Charles Darwin published his landmark study on the different forms of flower in Primula; he coined the term distyly and subsequently expanded his studies to other species, including those with tristyly. Darwin is widely recognized as the first to study pin and thrum flowers in Primula, and to provide an explanation for the functional significance of the two floral morphs. Our laboratory is pursuing the genes that underpin floral heteromorphy in Primula, work influenced by Darwin's observations. One day, while appreciating a print of Primula vulgaris from William Curtis' Flora Londinensis, I was struck by the fact that I was looking at images of dimorphic Primula flowers captured in a late-1700s copper-plate engraving that predated Darwin's observations by over 70 yr. This realization triggered a journey into archives of botanical texts, herbals and florilegia from the 16(th) to 19(th) Centuries, and correspondence archives, in search of earlier documents that could have influenced Darwin and the origins of an idea. Darwin was not the first to observe floral heteromorphy in Primula, but he was the first to realize the significance of the two floral morphs. Darwin's insight and exposition of purpose have underpinned all consequent work on the subject.


Assuntos
Evolução Biológica , Botânica/história , Flores/anatomia & histologia , Primula/anatomia & histologia , Seleção Genética , Inglaterra , História do Século XVI , História do Século XVII , História do Século XVIII , História do Século XIX
13.
J Exp Bot ; 66(11): 3297-307, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25878355

RESUMO

Records of double-flowered Silene dioica date from the late sixteenth century and four named varieties are grown today, as previously, for their horticultural interest. Although double-flowered mutants have been characterized in several plants, their study in dioecious species is of particular interest due to influences of the homeotic mutation on the different floral whorl configurations in males and females. We have analysed four double-flowered varieties of Silene dioica: Flore Pleno and Rosea Plena date back to the seventeenth and nineteenth centuries, Thelma Kay and Firefly were recognized in the latter part of the twentieth and early twenty-first centuries. We have analysed the floral structure of the four varieties, which have distinct floral architectures. Based on Y chromosome-specific PCR analysis we show that Firefly is male and that the other three varieties are female: Random Amplification of Polymorphic DNA (RAPD) analyses suggested a common origin for the three female varieties. The double-flowered phenotype in all four varieties is caused by mutation of the C-function MADS-box transcription factor gene SDM1. We show that Firefly carries a unique 44bp insertion into SDM1, revealing an independent origin for this variety. Comparative analysis of SDM1 cDNA and genomic sequences in Flore Pleno, Rosea Plena and Thelma Kay shows that all three are caused by the same 7bp insertion within SDM1 and therefore share a common origin. The three alleles also differ by several single nucleotide polymorphisms, which represent somatic mutations accumulated over four centuries of asexual propagation.


Assuntos
Flores/genética , Proteínas de Plantas/genética , Silene/genética , Alelos , Sequência de Aminoácidos , Sequência de Bases , Flores/crescimento & desenvolvimento , Proteínas de Homeodomínio , Dados de Sequência Molecular , Mutação , Fenótipo , Polimorfismo de Nucleotídeo Único , Técnica de Amplificação ao Acaso de DNA Polimórfico , Alinhamento de Sequência , Silene/crescimento & desenvolvimento , Fatores de Transcrição/genética
14.
New Phytol ; 208(1): 137-48, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25865367

RESUMO

Heteromorphic flower development in Primula is controlled by the S locus. The S locus genes, which control anther position, pistil length and pollen size in pin and thrum flowers, have not yet been characterized. We have integrated S-linked genes, marker sequences and mutant phenotypes to create a map of the P. vulgaris S locus region that will facilitate the identification of key S locus genes. We have generated, sequenced and annotated BAC sequences spanning the S locus, and identified its chromosomal location. We have employed a combination of classical genetics and three-point crosses with molecular genetic analysis of recombinants to generate the map. We have characterized this region by Illumina sequencing and bioinformatic analysis, together with chromosome in situ hybridization. We present an integrated genetic and physical map across the P. vulgaris S locus flanked by phenotypic and DNA sequence markers. BAC contigs encompass a 1.5-Mb genomic region with 1 Mb of sequence containing 82 S-linked genes anchored to overlapping BACs. The S locus is located close to the centromere of the largest metacentric chromosome pair. These data will facilitate the identification of the genes that orchestrate heterostyly in Primula and enable evolutionary analyses of the S locus.


Assuntos
Cromossomos de Plantas , Flores/crescimento & desenvolvimento , Genes de Plantas , Loci Gênicos , Fenótipo , Desenvolvimento Vegetal/genética , Primula/genética , Sequência de Bases , Mapeamento Cromossômico , Cromossomos Artificiais Bacterianos , Mapeamento de Sequências Contíguas , DNA de Plantas , Evolução Molecular , Ligação Genética , Marcadores Genéticos , Genoma de Planta , Hibridização In Situ , Mutação , Primula/crescimento & desenvolvimento
15.
New Phytol ; 208(1): 149-61, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25856106

RESUMO

In Primula vulgaris outcrossing is promoted through reciprocal herkogamy with insect-mediated cross-pollination between pin and thrum form flowers. Development of heteromorphic flowers is coordinated by genes at the S locus. To underpin construction of a genetic map facilitating isolation of these S locus genes, we have characterised Oakleaf, a novel S locus-linked mutant phenotype. We combine phenotypic observation of flower and leaf development, with classical genetic analysis and next-generation sequencing to address the molecular basis of Oakleaf. Oakleaf is a dominant mutation that affects both leaf and flower development; plants produce distinctive lobed leaves, with occasional ectopic meristems on the veins. This phenotype is reminiscent of overexpression of Class I KNOX-homeodomain transcription factors. We describe the structure and expression of all eight P. vulgaris PvKNOX genes in both wild-type and Oakleaf plants, and present comparative transcriptome analysis of leaves and flowers from Oakleaf and wild-type plants. Oakleaf provides a new phenotypic marker for genetic analysis of the Primula S locus. We show that none of the Class I PvKNOX genes are strongly upregulated in Oakleaf leaves and flowers, and identify cohorts of 507 upregulated and 314 downregulated genes in the Oakleaf mutant.


Assuntos
Flores/crescimento & desenvolvimento , Genes de Plantas , Loci Gênicos , Mutação , Fenótipo , Folhas de Planta/crescimento & desenvolvimento , Primula/genética , Mapeamento Cromossômico , DNA de Plantas/análise , Bases de Dados Genéticas , Expressão Gênica , Genótipo , Dados de Sequência Molecular , Desenvolvimento Vegetal/genética , Primula/crescimento & desenvolvimento , Transcriptoma
16.
Ann Bot ; 108(4): 715-26, 2011 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-21803742

RESUMO

BACKGROUND: The common primrose, Primula vulgaris, along with many other species of the Primulaceae, exhibits floral heteromorphy in which different individuals develop one of two possible forms of flower, known as pin and thrum. Both flower types are hermaphrodite and exhibit reciprocal positions of male and female reproductive structures, which together with a sporophytic incompatibility system, prevent self-pollination and promote out-crossing. The development of the two different forms of flower is controlled by a co-adapted linkage group of genes known as the S locus. SCOPE: Here progress towards identification and characterization of these genes is described to provide a molecular genetic explanation of the different floral characteristics that define heterostyly in Primula as observed and described by Charles Darwin. Previous work to identify and characterize developmental mutations linked to the P. vulgaris S locus, together with the isolation of S locus-linked genes and polymorphic DNA sequences markers, is summarized. The development of tools are described which will facilitate isolation and characterization of the S locus and its environs, including the creation of two expressed sequence tag libraries from pin and thrum flowers, as well as the construction and screening of two bacterial artificial chromosome (BAC) libraries containing thrum genomic DNA. Screening of these libraries with four S locus-linked sequences has enabled us to assemble four BAC contigs representing over 40 individual overlapping BAC clones which represent over 2·2 Mb of S locus-linked genomic sequence. PCR-based approaches for identification of the allelic origin of these BACs are described as well as identification of an additional 14 S locus-linked genes within BAC-end sequences. CONCLUSIONS: On-going work to assemble the four S locus-linked contigs into one contiguous sequence spanning the S locus is outlined in preparation for sequence analysis and characterization of the genes located within this region.


Assuntos
Flores/genética , Loci Gênicos/genética , Primula/genética , Alelos , Sequência de Bases , Cromossomos Artificiais Bacterianos/genética , Mapeamento de Sequências Contíguas , Bases de Dados Genéticas , Etiquetas de Sequências Expressas , Biblioteca Gênica , Fases de Leitura Aberta/genética , Reação em Cadeia da Polimerase , Polimorfismo de Fragmento de Restrição/genética
17.
Proc Natl Acad Sci U S A ; 107(12): 5664-8, 2010 Mar 23.
Artigo em Inglês | MEDLINE | ID: mdl-20212126

RESUMO

Hose in Hose mutants of primrose and cowslip have been cultivated since the early 17th century and show dominant homeotic conversion of sepals to petals. The phenotype shows variable penetrance and expressivity and is linked to the S locus, which controls floral heteromorphy in Primula species. Here we demonstrate that the homeotic conversion of sepals to petals in Hose in Hose is associated with up-regulation of both Primula B-function MADS box genes PvDef and PvGlo in the first floral whorl. We have defined a restriction fragment length polymorphism associated with PvGlo that cosegregates with the Hose in Hose phenotype and have also identified and characterized a retrotransposon insertion in the PvGlo promoter which is associated with the up-regulated expression of PvGlo. Excision of this retrotransposon, associated with epigenetic changes at the locus, causes reversion toward normal calyces and restores wild-type flower development. These data define the molecular basis of the Hose in Hose mutation and provide an explanation for its long-documented phenotypic instability.


Assuntos
Genes de Plantas , Primula/genética , Sequência de Bases , Metilação de DNA , Primers do DNA/genética , DNA de Plantas/genética , Epigênese Genética , Flores/genética , Flores/crescimento & desenvolvimento , Genes Homeobox , Instabilidade Genômica , Mutação , Penetrância , Fenótipo , Polimorfismo de Fragmento de Restrição , Primula/crescimento & desenvolvimento , Regiões Promotoras Genéticas , Recombinação Genética , Retroelementos
18.
Proc Natl Acad Sci U S A ; 106(48): 20342-7, 2009 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-19910534

RESUMO

The question of how far pollen can move between plants has implications for topics as diverse as habitat fragmentation, conservation management, and the containment of genetically modified crops. The monoecious African fig tree Ficus sycomorus L. relies on the small, short-lived, night-flying, host-specific fig wasp Ceratosolen arabicus Mayr for pollination. We used microsatellite markers to characterize a geographically isolated riparian population of F. sycomorus growing along the Ugab River in the Namib Desert, Namibia, together with paternity analysis of seedlings from known mothers, to map pollen movement within this population. In this way we tracked insect movements between individually recognizable trees by means of their pollen cargo and documented the movement of C. arabicus between known trees separated by more than 160 km, with a mean distance for confirmed successful pollination events of 88.6 km. The predominant observed movement of pollinators was in a westerly direction, toward the sea, reflecting seasonal nighttime wind direction and the wind-borne dispersal of fig wasps. Our results suggest the existence of an extensive panmictic population of trees that are well suited to overcome the effects of geographical isolation.


Assuntos
Ficus/fisiologia , Polinização/fisiologia , Vespas/fisiologia , Vento , Animais , Simulação por Computador , Clima Desértico , Ficus/genética , Genética Populacional , Geografia , Repetições de Microssatélites/genética , Namíbia , Reação em Cadeia da Polimerase
19.
BMC Syst Biol ; 3: 85, 2009 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-19728870

RESUMO

BACKGROUND: The elucidation of networks from a compendium of gene expression data is one of the goals of systems biology and can be a valuable source of new hypotheses for experimental researchers. For Arabidopsis, there exist several thousand microarrays which form a valuable resource from which to learn. RESULTS: A novel Bayesian network-based algorithm to infer gene regulatory networks from gene expression data is introduced and applied to learn parts of the transcriptomic network in Arabidopsis thaliana from a large number (thousands) of separate microarray experiments. Starting from an initial set of genes of interest, a network is grown by iterative addition to the model of the gene, from another defined set of genes, which gives the 'best' learned network structure. The gene set for iterative growth can be as large as the entire genome. A number of networks are inferred and analysed; these show (i) an agreement with the current literature on the circadian clock network, (ii) the ability to model other networks, and (iii) that the learned network hypotheses can suggest new roles for poorly characterized genes, through addition of relevant genes from an unconstrained list of over 15,000 possible genes. To demonstrate the latter point, the method is used to suggest that particular GATA transcription factors are regulators of photosynthetic genes. Additionally, the performance in recovering a known network from different amounts of synthetically generated data is evaluated. CONCLUSION: Our results show that plausible regulatory networks can be learned from such gene expression data alone. This work demonstrates that network hypotheses can be generated from existing gene expression data for use by experimental biologists.


Assuntos
Proteínas de Arabidopsis/metabolismo , Arabidopsis/metabolismo , Perfilação da Expressão Gênica/métodos , Regulação da Expressão Gênica de Plantas/fisiologia , Modelos Biológicos , Reconhecimento Automatizado de Padrão/métodos , Transdução de Sinais/fisiologia , Algoritmos , Simulação por Computador
20.
Plant J ; 56(1): 1-12, 2008 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-18564384

RESUMO

Floral homeotic and flower development mutants of Primula, including double, Hose in Hose, Jack in the Green and Split Perianth, have been cultivated since the late 1500s as ornamental plants but until recently have attracted limited scientific attention. Here we describe the characterization of a new mutant phenotype, sepaloid, that produces flowers comprising only sepals and carpels. The sepaloid mutation is recessive, and is linked to the S locus that controls floral heteromorphy. The phenotype shows developmental variability, with flowers containing three whorls of sepals surrounding fertile carpels, two whorls of sepals with a diminished third whorl of sepals surrounding a fourth whorl of carpels, or three whorls of sepals surrounding abnormal carpels. In some respects, these phenotypes resemble the Arabidopsis and Antirrhinum homeotic B-function mutants apetala3/deficiens (ap3/def) and pistillata/globosa (pi/glo). We have isolated the Primula vulgaris B-function genes PvDEFICIENS (PvDEF) and PvGLOBOSA (PvGLO), expression of both of which is affected in the sepaloid mutant. PvGLO, like sepaloid, is linked to the S locus, whereas PvDEF is not. However, our analyses reveal that sepaloid and PvGLO represent different genes. We conclude that SEPALOID is an S-linked independent regulator of floral organ identity genes including PvDEF and PvGLO.


Assuntos
Proteína DEFICIENS/genética , Flores/anatomia & histologia , Proteínas de Homeodomínio/genética , Proteínas de Plantas/genética , Primula/genética , Alelos , Clonagem Molecular , DNA Complementar/genética , Flores/genética , Regulação da Expressão Gênica de Plantas , Biblioteca Gênica , Genes de Plantas , Padrões de Herança , Dados de Sequência Molecular , Mutação , Fenótipo , Filogenia , RNA de Plantas/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Análise de Sequência de Proteína , Técnicas do Sistema de Duplo-Híbrido
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