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Record W6989852706

Characterization of GmSAT1 and related proteins from legume nodules.

2012· dissertation· en· W6989852706 on OpenAlexfundno aff

Bibliographic record

VenueAdelaide Research & Scholarship (AR&S) (University of Adelaide) · 2012
Typedissertation
Languageen
FieldAgricultural and Biological Sciences
TopicLegume Nitrogen Fixing Symbiosis
Canadian institutionsnot available
FundersWageningen University and ResearchNatural Sciences and Engineering Research Council of CanadaUniversity of AdelaideAustralian Government
KeywordsMedicago truncatulaGeneRNA interferencePromoterTranscription factorTranscription (linguistics)Gene expressionGene silencingSymbiosis
DOInot available

Abstract

fetched live from OpenAlex

Nitrogen is an essential nutrient for plant growth and is normally obtained from the soil medium. Legumes are a unique group of plants that acquired the ability to form a symbiosis with nitrogen-fixing bacteria, called rhizobia, enabling growth in nitrogen-poor soils. GmSAT1, a predicted bHLH transcription factor from soybean, is essential for nitrogen fixation; however the role of this protein remains elusive (Kaiser et al., 1998; Loughlin, 2007). In this work, a further functional characterization of GmSAT1 was undertaken. Using the promoters of known upregulated genes in yeast upon expression of GmSAT1, it was found that purified GmSAT1 directly interacts with DNA. Further, GFP-fusion analysis in onion epidermal cells, found that GmSAT1 localizes to the nucleus, as well as peripheral vesicles, demonstrating that GmSAT1 is a likely a transcription factor. Residues from both the N- and C-termini required for GmSAT1 activity were also identified by exchanging domains with GmSAT2, a protein that arose during the relatively recent whole-genome duplication in soybean. Recently, GmSAT1 was shown to be essential for proper nodule development in soybean (Loughlin, 2007). Therefore, a DNA microarray analysis was conducted to identify transcripts that are differentially expressed after silencing of GmSAT1 by RNA interference (RNAi) in soybean nodules. Of the ninety-five genes downregulated, twelve were associated with the circadian clock, potentially explaining the GmSAT1 RNAi phenotype. Investigations were also initiated in the model legume Medicago truncatula to identify and characterize GmSAT1 orthologues. Two genes, MtSAT1 and MtSAT2 were cloned and \nanalyzed. MtSAT1 and MtSAT2 are expressed in roots and the inner cortex of nodules, similar to GmSAT1. By in planta GFP-fusion analysis, both MtSAT1 and MtSAT2 were found to associate with vesicles and the nucleus. Insertional mutations in either gene alone did not render a phenotype, however downregulating both genes by RNAi disrupted nodule formation. Using the sequence of a newly discovered ammonium channel protein from yeast (ScAMF1), which is activated by GmSAT1, a novel subfamily of major facilitator transporter proteins (MFSs) from plants was identified. Interestingly, members of the MFS gene family are found linked with GmSAT1 loci in soybean, as well as M. truncatula and many sequenced dicots. GmMFS1.3, a representative from soybean, was cloned and characterized. GmMFS1.3 expression was localized to the root stele and the inner cortex of nodules. Further, expression of GmMFS1.3 in yeast induced the uptake of methylammonium. Interestingly, GmMFS1.5 was found to be downregulated in GmSAT1 RNAi nodules. The link between GmSAT1 and the MFS transporters in planta will be the focus of future experiments. A novel receptor-like kinase protein was also characterized from soybean nodules. GmCaMK1 was identified in a protein interaction screen using conserved calmodulin as bait. The calmodulin-binding domain overlaps the GmCaMK1 kinase subdomain XI, however it was found that GmCaMK1 is able to auto-phosphorylate independent of calmodulin. Therefore, calmodulin binding may influence the interaction of GmCaMK1 with its phosphorylation targets. Taken together, these studies have enriched our knowledge of nitrogen fixation, a critically important component of agricultural practice.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.035
GPT teacher head0.256
Teacher spread0.221 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2012
Admission routes1
Has abstractyes

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