Evidence map›Paper›PMID 33062051›Full record

ArticleBiotechnology for biofuels2020

Association mapping identifies quantitative trait loci (QTL) for digestibility in rice straw.

Duong T Nguyen, Leonardo D Gomez, Andrea Harper, Claire Halpin, Robbie Waugh, Rachael Simister, Caragh Whitehead, Helena Oakey, Huong T Nguyen, Tuat V Nguyen and 2 more

Open access · goldAbstract read
In one paragraph

Article in Biotechnology for biofuels, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
1.8field-weighted citation impact, top 14% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 19 citations in OpenAlex.

  1. Review
  2. Article
  3. Deciphering the regulatory network of lignocellulose biosynthesis in bread wheat through genome-wide association studies.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 6 institutions in 3 countries.

Duong T NguyenPlant Biotechnology Division,, Field Crops Research Institute (FCRI), Hai Duong, Vietnam.
Leonardo D GomezCentre for Novel Agricultural Products (CNAP), University of York (UoY), Wentworth Way, York, UK.ORCID 0000-0001-6382-9447
Andrea HarperCentre for Novel Agricultural Products (CNAP), University of York (UoY), Wentworth Way, York, UK.
Claire HalpinDivision of Plant Sciences, School of Life Sciences, University of Dundee (UoD), Dundee, UK.
Robbie WaughDivision of Plant Sciences, School of Life Sciences, University of Dundee (UoD), Dundee, UK.
Rachael SimisterCentre for Novel Agricultural Products (CNAP), University of York (UoY), Wentworth Way, York, UK.
Caragh WhiteheadCentre for Novel Agricultural Products (CNAP), University of York (UoY), Wentworth Way, York, UK.
Helena OakeyDivision of Plant Sciences, School of Life Sciences, University of Dundee (UoD), Dundee, UK.
Huong T NguyenPlant Biotechnology Division,, Field Crops Research Institute (FCRI), Hai Duong, Vietnam.
Tuat V NguyenVietnam Academy of Agricultural Sciences, Hanoi, Vietnam.
Tu X DuongPlant Biotechnology Division,, Field Crops Research Institute (FCRI), Hai Duong, Vietnam.
Simon J McQueen-MasonCentre for Novel Agricultural Products (CNAP), University of York (UoY), Wentworth Way, York, UK.
University of York · GBField Crops Research Institute · VNUniversity of Dundee · GBJames Hutton Institute · GBThe University of Western Australia · AUVietnam Academy of Agricultural Sciences · VN

Funding

Biotechnology and Biological Sciences Research Council BB/G016232/1
6 · The paper itself

Abstract

backgroundThe conversion of lignocellulosic biomass from agricultural waste into biofuels and chemicals is considered a promising way to provide sustainable low carbon products without compromising food security. However, the use of lignocellulosic biomass for biofuel and chemical production is limited by the cost-effectiveness of the production process due to its recalcitrance to enzymatic hydrolysis and fermentable sugar release (i.e., saccharification). Rice straw is a particularly attractive feedstock because millions of tons are currently burned in the field each year for disposal. The aim of this study was to explore the underlying natural genetic variation that impacts the recalcitrance of rice (

resultsWe assembled a diversity panel comprising 151 rice genotypes (

conclusionsDespite the difficulties associated with multi-phasic analysis of complex traits in novel germplasm, a moderate resolution GWAS successfully identified genetic associations encompassing both known and/or novel genes involved in determining the saccharification potential and lignin content of rice straw. Plausible candidates within QTL regions, in particular those with roles in cell wall biosynthesis, were identified but will require validation to confirm their value for application in rice breeding.

Indexed as

BiomassDigestibilityGWASLignocelluloseQTLRice (oryza sativa)Saccharification

Identifiers

PMID33062051
PMCPMC7545568
OpenAlexW3092250619

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.