Evidence map›Paper›PMID 33693938›Full record

ArticlePlant physiology2021

Temporal changes in metabolism late in seed development affect biomass composition.

Shrikaar Kambhampati, Jose A Aznar-Moreno, Sally R Bailey, Jennifer J Arp, Kevin L Chu, Kristin D Bilyeu, Timothy P Durrett, Doug K Allen

Open access · bronzeAbstract read
In one paragraph

Article in Plant physiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed
7.7field-weighted citation impact, top 3% 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

28 citing papers in PubMed, 62 citations in OpenAlex.

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  9. Food science & nutrition · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors at 3 institutions in 1 country.

Shrikaar KambhampatiDonald Danforth Plant Science Center, St. Louis, Missouri 63132, USA.ORCID 0000-0003-1582-0733
Jose A Aznar-MorenoDepartment of Biochemistry and Molecular Biophysics, Kansas State University, Manhattan, Kansas 66506, USA.
Sally R BaileyUnited States Department of Agriculture, Agricultural Research Service, St. Louis, Missouri 63132, USA.
Jennifer J ArpDonald Danforth Plant Science Center, St. Louis, Missouri 63132, USA.ORCID 0000-0002-7142-2900
Kevin L ChuDonald Danforth Plant Science Center, St. Louis, Missouri 63132, USA.ORCID 0000-0001-5346-9476
Kristin D BilyeuUnited States Department of Agriculture, Agricultural Research Service, Columbia, Missouri 65211, USA.ORCID 0000-0002-4141-4790
Timothy P DurrettDepartment of Biochemistry and Molecular Biophysics, Kansas State University, Manhattan, Kansas 66506, USA.ORCID 0000-0001-5415-9111
Doug K AllenDonald Danforth Plant Science Center, St. Louis, Missouri 63132, USA.ORCID 0000-0001-8599-8946
Agricultural Research Service · USDonald Danforth Plant Science Center · USKansas State University · US

Funding

Tools for Leveraging High-Resolution MS Detection of Stable Isotope Enrichments to Upgrade the Information Content of Metabolomics DatasetsU01CA235508 · NCI · VANDERBILT UNIVERSITY · PI ALLEN, DOUG, YOUNG, JAMEY D. · 2018 to 2021
$1.7M
NCI NIH HHS U01 CA235508
6 · The paper itself

Abstract

The negative association between protein and oil production in soybean (Glycine max) seed is well-documented. However, this inverse relationship is based primarily on the composition of mature seed, which reflects the cumulative result of events over the course of soybean seed development and therefore does not convey information specific to metabolic fluctuations during developmental growth regimes. In this study, we assessed maternal nutrient supply via measurement of seed coat exudates and metabolite levels within the cotyledon throughout development to identify trends in the accumulation of central carbon and nitrogen metabolic intermediates. Active metabolic activity during late seed development was probed through transient labeling with 13C substrates. The results indicated: (1) a drop in lipid contents during seed maturation with a concomitant increase in carbohydrates, (2) a transition from seed filling to maturation phases characterized by quantitatively balanced changes in carbon use and CO2 release, (3) changes in measured carbon and nitrogen resources supplied maternally throughout development, (4) 13C metabolite production through gluconeogenic steps for sustained carbohydrate accumulation as the maternal nutrient supply diminishes, and (5) oligosaccharide biosynthesis within the seed coat during the maturation phase. These results highlight temporal engineering targets for altering final biomass composition to increase the value of soybeans and a path to breaking the inverse correlation between seed protein and oil content.

Indexed as

BiomassCarbohydrate MetabolismCarbonCarbon DioxideCarbon IsotopesCotyledonGlycine maxLipid MetabolismNitrogenOligosaccharidesPlant OilsPlant ProteinsSeedsCarbonCarbon DioxideCarbon IsotopesNitrogenOligosaccharidesPlant OilsPlant Proteins

Identifiers

PMID33693938
PMCPMC8195533
OpenAlexW3134126925

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.