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Record W2991125614 · doi:10.1111/tpj.14609

Imitation is the sincerest form of flattery: reconstructing the biosynthesis of montbretin A

2019· letter· en· W2991125614 on OpenAlexaboutno aff
Lyza Maron

Bibliographic record

VenueThe Plant Journal · 2019
Typeletter
Languageen
FieldMedicine
TopicNatural Antidiabetic Agents Studies
Canadian institutionsnot available
Fundersnot available
KeywordsDiabetes mellitusBlood sugarSugarMedicineInsulinDrug developmentBiologyDrugPharmacologyBiochemistryInternal medicineEndocrinology

Abstract

fetched live from OpenAlex

People have been using plant extracts as medicine for thousands of years. In the 19th century, plants entered the laboratory as a rich source of compounds for modern drug discovery and development. At present, a countless number of essential medicines, from aspirin to chemotherapy drugs, are synthetic versions of plant chemicals. A common first step in drug development is screening of natural compounds for the desired activity. But identifying the compound is just the beginning: often, it is necessary to uncover each step of the biochemical pathway that delivers the compound before recreating it in the laboratory. In this issue of The Plant Journal, Irmisch et al. (2019) report on the characterization of the biosynthesis pathway of a potential medicine for treating diabetes. Diabetes is a chronic disease that occurs when the pancreas does not produce enough insulin (a hormone that regulates blood sugar levels), or when the body cannot use insulin effectively. Due, in large part, to sugar-rich diets and lack of physical exercise, diabetes incidence is on the rise, and is rising more rapidly in middle- and low-income countries.. The World Health Organization estimates that diabetes was the 7th leading cause of death. Current drugs for treating diabetes reduce blood sugar levels by inhibiting the pancreatic alpha-amylase (HPA), which cleaves complex starches into smaller sugars, and alpha-glucosidases, which convert these sugars into glucose in the gut. However, the inhibition of alpha-glucosidases causes undigested sugars to end up in the lower bowel, leading to uncomfortable side effects. Hoping to find a better treatment alternative, Tarling et al. (2008) screened a repository of 30 000 biological extracts when searching for novel HPA inhibitors. They found a highly specific and potent inhibitor in the acylated flavonol glycoside montbretin A (MbA), extracted from the African ornamental Iris montbretia (Crocosmia × crocosmiiflora, see its beautiful flowers here). MbA’s anti-diabetes properties were tested with promising results in rats (Yuen et al., 2016). However, scientists soon discovered that scaling up MbA production in planta would be impossible: only the developing corms (underground bulb-like structures) of montbretia plants produce MbA, in small amounts, during a short window of time in early summer. In a chance meeting, Stephen Withers, the Chemistry professor who first discovered and characterized MbA, bumped into Joerg Bohlmann in the hallways of the University of British Columbia (Vancouver, Canada) and shared the exciting discovery and his predicament. Bohlmann is a professor in the Michael Smith Laboratories at the University of British Columbia and senior author in the study. From this chance encounter, the idea of investigating MbA biosynthesis was born. The project is funded by GlycoNet, a Canadian glycomics research network focused on human health. Sandra Irmisch, first author in the paper, is a post-doctoral Humboldt fellow in the Bohlmann laboratory. According to Irmisch, their biggest obstacle was figuring out when and where MbA is produced. This information was essential to create transcriptomic resources in which the genes of interest were expressed. At first, they assumed – as MbA is present in corms throughout the year – that biosynthesis is active all the time. It took the group about a year of closely monitoring the plants’ annual developmental cycle to realize that biosynthesis only occurs in a narrow window of time. With this information at hand, the authors are applying a combined approach that includes transcriptomics, cDNA cloning, enzyme characterization, and heterologous expression in tobacco to establish the steps in the biosynthesis of MbA, as well as the genes that encoded each enzyme. Last year, they described the first three steps (Irmisch et al., 2018), from the flavonol myricetin to the MbA precursor ‘mini-MbA’. Their new study describes the steps from mini-MbA to MbA, as well as the cloning and characterization of the gene encoding the enzyme responsible for the gluosylation of mini-MbA, the UDP-dependent glucosyltransferase CcUGT3 (see Figure 1). Heterologous expression of CcUGT3 alongside the genes for myricetin and mini-MbA biosynthesis in tobacco validated its function in planta. Now that they have discovered the sequence of MbA assembly, and four out of the six genes involved, the authors plan to resolve the two remaining uridine glucuronosyltransferases (UGTs). Once there is a complete enzymatic toolbox available, the next step will be to engineer MbA biosynthesis into a heterologous system such as yeast. This work will provide the foundation for engineering a system for large scale production of a potential anti-diabetes drug.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.461
Threshold uncertainty score0.833

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.039
GPT teacher head0.241
Teacher spread0.202 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

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".

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Citations0
Published2019
Admission routes1
Has abstractyes

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