Evidence map›Paper›PMID 41416839›Full record

ArticleJournal of experimental botany2026

Developmentally specific physiological and metabolic responses support drought resilience in switchgrass and constrain biofuel yield.

Binod Basyal, Xingxing Li, V J Pargulski, Xinyu Fu, Nicole M Nightingale, Katherine A Overmyer, Joshua J Coon, Yaoping Zhang, Gian Maria Niccolò Benucci, Robert L Last and 2 more

Abstract read
In one paragraph

Article in Journal of experimental botany, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Binod BasyalPlant Biology Department, Michigan State University, East Lansing, MI 48824, USA.ORCID 0000-0002-9424-2478
Xingxing LiDOE Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI 48824, USA.
V J PargulskiPlant Biology Department, Michigan State University, East Lansing, MI 48824, USA.
Xinyu FuPlant Biology Department, Michigan State University, East Lansing, MI 48824, USA.ORCID 0000-0003-4178-238X
Nicole M NightingaleDOE Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53726, USA.
Katherine A OvermyerDOE Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53726, USA.
Joshua J CoonDOE Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53726, USA.
Yaoping ZhangDOE Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53726, USA.
Gian Maria Niccolò BenucciDOE Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI 48824, USA.
Robert L LastPlant Biology Department, Michigan State University, East Lansing, MI 48824, USA.ORCID 0000-0001-6974-9587
Trey K SatoDOE Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI 53726, USA.ORCID 0000-0001-6592-9337
Berkley J WalkerPlant Biology Department, Michigan State University, East Lansing, MI 48824, USA.

Funding

Basic Energy Sciences DE- FG02-91ER20021Great Lakes Bioenergy Research CenterOffice of Biological and Environmental Research DE-SC0018409U.S. Department of Energy, Office of Science
6 · The paper itself

Abstract

Switchgrass (Panicum virgatum) is a promising bioenergy crop due in part to its resilience to drought stress. However, the significance of drought timing remains poorly understood, both from a plant biology perspective and in terms of its impact on downstream biofuel production. This study determines the developmental stage-specific physiological and metabolic responses of switchgrass to drought stress and their implications for biofuel production using a custom-built programmable irrigation system. Vegetative-, flowering-, and senescence-stage drought significantly reduced carbon dioxide assimilation and stomatal conductance without affecting biomass yield. Metabolic profiling revealed significant accumulation of glucose, fructose, quinic acid, shikimate, and γ-aminobutyric acid (GABA) during vegetative-stage drought, while flowering and senescence stages exhibited limited metabolic changes. Similarly, specialized metabolites also displayed distinct developmental patterns, with vegetative-stage drought driving the most pronounced metabolic alterations. Thermochemically treated and hydrolyzed switchgrass biomass from vegetative-stage drought showed elevated lignocellulose-derived compounds and saponins, with the latter most positively correlating with fermentation lag times. Conversely, senescence-stage drought enhanced ethanol yields while lowering saponin levels in the hydrolysates. While vegetative-stage drought enhanced physiological resilience, it compromises downstream biofuel production by introducing fermentation inhibitors, particularly saponins.

Indexed as

BiofuelsDroughtsPanicumBiomassBiofuelsBiofueldroughtlignocellulosemetabolismphysiologysaponinswitchgrass

Identifiers

PMID41416839
PMCPMC13017542

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.