Evidence map›Paper›PMID 39317673›Full record

ArticleJournal of industrial microbiology & biotechnology2024

Corn stover variability drives differences in bisabolene production by engineered Rhodotorula toruloides.

Onyinye Okonkwo, Chang Dou, Ethan Oksen, Akash Narani, Wilian Marcondes, Xiaowen Chen, Joonhoon Kim, Yuqian Gao, Meagan C Burnet, Bobbie-Jo M Webb-Robertson and 5 more

Abstract read
In one paragraph

Article in Journal of industrial microbiology & biotechnology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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

15 authors.

Onyinye OkonkwoAdvanced Biofuels and Bioproducts Process Development Unit, Lawrence Berkeley National Lab, Berkeley, CA 94608, USA.ORCID 0009-0007-2013-4574
Chang DouAdvanced Biofuels and Bioproducts Process Development Unit, Lawrence Berkeley National Lab, Berkeley, CA 94608, USA.ORCID 0000-0002-9871-2641
Ethan OksenAdvanced Biofuels and Bioproducts Process Development Unit, Lawrence Berkeley National Lab, Berkeley, CA 94608, USA.
Akash NaraniAdvanced Biofuels and Bioproducts Process Development Unit, Lawrence Berkeley National Lab, Berkeley, CA 94608, USA.
Wilian MarcondesAdvanced Biofuels and Bioproducts Process Development Unit, Lawrence Berkeley National Lab, Berkeley, CA 94608, USA.ORCID 0000-0002-8084-9471
Xiaowen ChenNational Biology Center, National Renewable Energy Lab, 1617 Cole Blvd., Golden, CO 80401, USA.
Joonhoon KimEnergy and Environment Directorate, Pacific Northwest National Laboratory, Richland, WA 99352, USA.ORCID 0000-0002-7425-1828
Yuqian GaoUS Department of Energy Agile BioFoundry, Emeryville, CA 94608, USA.ORCID 0000-0003-1646-4515
Meagan C BurnetUS Department of Energy Agile BioFoundry, Emeryville, CA 94608, USA.
Bobbie-Jo M Webb-RobertsonUS Department of Energy Agile BioFoundry, Emeryville, CA 94608, USA.ORCID 0000-0002-4744-2397
Brenton C PoirierUS Department of Energy Agile BioFoundry, Emeryville, CA 94608, USA.ORCID 0000-0001-8819-9875
Deepti TanjoreAdvanced Biofuels and Bioproducts Process Development Unit, Lawrence Berkeley National Lab, Berkeley, CA 94608, USA.
Jon K MagnusonEnergy and Environment Directorate, Pacific Northwest National Laboratory, Richland, WA 99352, USA.ORCID 0000-0001-7712-7024
Nathalie Munoz MunozUS Department of Energy Agile BioFoundry, Emeryville, CA 94608, USA.ORCID 0000-0002-2723-3512
James GardnerAdvanced Biofuels and Bioproducts Process Development Unit, Lawrence Berkeley National Lab, Berkeley, CA 94608, USA.

Funding

Bioenergy Technologies Office
6 · The paper itself

Abstract

Microbial conversion of lignocellulosic biomass represents an alternative route for production of biofuels and bioproducts. While researchers have mostly focused on engineering strains such as Rhodotorula toruloides for better bisabolene production as a sustainable aviation fuel, less is known about the impact of the feedstock heterogeneity on bisabolene production. Critical material attributes like feedstock composition, nutritional content, and inhibitory compounds can all influence bioconversion. Further, the given feedstocks can have a marked influence on selection of suitable pretreatment and hydrolysis technologies, optimizing the fermentation conditions, and possibly even modifying the microorganism's metabolic pathways, to better utilize the available feedstock. This work aimed to examine and understand how variations in corn stover batches, anatomical fractions, and storage conditions impact the efficiency of bisabolene production by R. toruloides. All of these represent different facets of feedstock heterogeneity. Deacetylation, mechanical refining, and enzymatic hydrolysis of these variable feedstocks served as the basis of this research. The resulting hydrolysates were converted to bisabolene via fermentation, a sustainable aviation fuel precursor, using an engineered R. toruloides strain. This study showed that different sources of feedstock heterogeneity can influence microbial growth and product titer in counterintuitive ways, as revealed through global analysis of protein expression. The maximum bisabolene produced by R. toruloides was on the stalk fraction of corn stover hydrolysate (8.89 ± 0.47 g/L). Further, proteomics analysis comparing the protein expression between the anatomic fractions showed that proteins relating to carbohydrate metabolism, energy production, and conversion as well as inorganic ion transport metabolism were either significantly upregulated or downregulated. Specifically, downregulation of proteins related to the iron-sulfur cluster in stalk fraction suggests a coordinated response by R. toruloides to maintain overall metabolic balance, and this was corroborated by the concentration of iron in the feedstocks. ONE-SENTENCE SUMMARY: This study elucidates the effects of different sources of corn stover on bisabolene production by engineered Rhodotorula toruloides, highlighting the importance of understanding feedstock variability to enhance bioprocess efficiency and economic outcomes.

Indexed as

FermentationMetabolic EngineeringRhodotorulaZea maysBiofuelsBiomassHydrolysisLigninMetabolic Networks and PathwaysMonocyclic SesquiterpenesSesquiterpenesBiofuelsLigninlignocelluloseMonocyclic SesquiterpenesSesquiterpenesAnatomic fractionsBisaboleneCorn stover variabilityFermentationR. toruloidesSelf-heating

Identifiers

PMID39317673
PMCPMC11467694

What OpenQuestion holds

Textmetadata
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.