Evidence map›Paper›PMID 34644381›Full record

ReviewJournal of experimental botany2022

Progress and challenges in sorghum biotechnology, a multipurpose feedstock for the bioeconomy.

Tallyta N Silva, Jason B Thomas, Jeff Dahlberg, Seung Y Rhee, Jenny C Mortimer

Open access · hybridAbstract readReview
In one paragraph

Review in Journal of experimental botany, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed
18.0field-weighted citation impact, top 1% 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

34 citing papers in PubMed, 78 citations in OpenAlex.

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  18. Genome-wide identification of theFrontiers in plant science · 2025
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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

5 authors at 3 institutions in 2 countries.

Tallyta N SilvaJoint BioEnergy Institute, Emeryville, CA, USA.ORCID 0000-0003-0582-4781
Jason B ThomasCarnegie Institution for Science, Department of Plant Biology, Stanford, CA, USA.ORCID 0000-0002-7801-9006
Jeff DahlbergJoint BioEnergy Institute, Emeryville, CA, USA.ORCID 0000-0003-1599-0644
Seung Y RheeCarnegie Institution for Science, Department of Plant Biology, Stanford, CA, USA.ORCID 0000-0002-7572-4762
Jenny C MortimerJoint BioEnergy Institute, Emeryville, CA, USA.ORCID 0000-0001-6624-636X
Carnegie Institution for Science · USLawrence Berkeley National Laboratory · USJoint BioEnergy Institute · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sorghum [Sorghum bicolor (L.) Moench] is the fifth most important cereal crop globally by harvested area and production. Its drought and heat tolerance allow high yields with minimal input. It is a promising biomass crop for the production of biofuels and bioproducts. In addition, as an annual diploid with a relatively small genome compared with other C4 grasses, and excellent germplasm diversity, sorghum is an excellent research species for other C4 crops such as maize. As a result, an increasing number of researchers are looking to test the transferability of findings from other organisms such as Arabidopsis thaliana and Brachypodium distachyon to sorghum, as well as to engineer new biomass sorghum varieties. Here, we provide an overview of sorghum as a multipurpose feedstock crop which can support the growing bioeconomy, and as a monocot research model system. We review what makes sorghum such a successful crop and identify some key traits for future improvement. We assess recent progress in sorghum transformation and highlight how transformation limitations still restrict its widespread adoption. Finally, we summarize available sorghum genetic, genomic, and bioinformatics resources. This review is intended for researchers new to sorghum research, as well as those wishing to include non-food and forage applications in their research.

Indexed as

SorghumBiomassBiotechnologyDroughtsEdible GrainAgrobacteriumbiofuelsbioinformatic resourcesgenetic engineeringgenetic resourcessorghum transformation

Identifiers

PMID34644381
PMCPMC8793871
OpenAlexW3206113742

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.