Citation: Palmer, N.A.; Sarath, G.;
Bowman, M.J.; Saathoff, A.J.; Edmé,
S.J.; Mitchell, R.B.; Tobias, C.M.;
Madhavan, S.; Scully, E.D.; Sattler,
S.E. Divergent Metabolic Changes in
Rhizomes of Lowland and Upland
Switchgrass (Panicum virgatum) from
Early Season through Dormancy
Onset. Plants 2023, 12, 1732.
https://doi.org/10.3390/
plants12081732
Academic Editor: Pengcheng Fu
Received: 20 March 2023
Revised: 14 April 2023
Accepted: 18 April 2023
Published: 21 April 2023
Copyright: © 2023 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/).
plants
Article
Divergent Metabolic Changes in Rhizomes of Lowland and
Upland Switchgrass (Panicum virgatum) from Early Season
through Dormancy Onset
Nathan A. Palmer
1
, Gautam Sarath
1,
*, Michael J. Bowman
2
, Aaron J. Saathoff
1,†
, Serge J. Edmé
1
,
Robert B. Mitchell
1
, Christian M. Tobias
3
, Soundararajan Madhavan
4
, Erin D. Scully
5
and Scott E. Sattler
1
1
Wheat, Sorghum, and Forage Research Unit, Agricultural Research Service, United States Department of
Agriculture, Department of Agronomy and Horticulture, University of Nebraska-Lincoln,
Lincoln, NE 68583, USA; nathan.palmer@usda.gov (N.A.P.); ajsaathoff1@gmail.com (A.J.S.);
serge.edme@usda.gov (S.J.E.); rob.mitchell@usda.gov (R.B.M.); scott.sattler@usda.gov (S.E.S.)
2
Bioenergy Research Unit, National Center for Agricultural Utilization Research, Agricultural Research Service,
United States Department of Agriculture, 1815 North University St., Peoria, IL 61604, USA;
michael.bowman@usda.gov
3
Division of Plant Systems-Production, National Institute of Food and Agriculture, United States Department
of Agriculture, Beacon Complex, Kansas City, MO 64133, USA; christian.tobias@usda.gov
4
Department of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE 68588, USA;
msoundararajan1@unl.edu
5
Stored Products Insect and Engineering Research Unit, Agricultural Research Service,
United States Department of Agriculture, Manhattan, KS 66502, USA; erin.scully@usda.gov
* Correspondence: gautam.sarath@usda.gov; Tel.: +1-(402)-472-4204
† Current address: Zoetis Inc., Lincoln, NE 68521, USA.
Abstract: High-biomass-yielding southerly adapted switchgrasses (Panicum virgatum L.) frequently
suffer from unpredictable winter hardiness at more northerly sites arising from damage to rhizomes
that prevent effective spring regrowth. Previously, changes occurring over the growing season
in rhizomes sampled from a cold-adapted tetraploid upland cultivar, Summer, demonstrated a
role for abscisic acid (ABA), starch accumulation, and transcriptional reprogramming as drivers
of dormancy onset and potential keys to rhizome health during winter dormancy. Here, rhizome
metabolism of a high-yielding southerly adapted tetraploid switchgrass cultivar, Kanlow—which is a
significant source of genetics for yield improvement—was studied over a growing season at a northern
site. Metabolite levels and transcript abundances were combined to develop physiological profiles
accompanying greening through the onset of dormancy in Kanlow rhizomes. Next, comparisons of
the data to rhizome metabolism occurring in the adapted upland cultivar Summer were performed.
These data revealed both similarities as well as numerous differences in rhizome metabolism that
were indicative of physiological adaptations unique to each cultivar. Similarities included elevated
ABA levels and accumulation of starch in rhizomes during dormancy onset. Notable differences were
observed in the accumulation of specific metabolites, the expression of genes encoding transcription
factors, and several enzymes linked to primary metabolism.
Keywords: abscisic acid; dormancy; metabolites; raffinose-family oligosaccharides (RFO); rhizomes;
RNA-Seq; switchgrass (Panicum virgatum L.); transcriptomics
1. Introduction
Switchgrass (Panicum virgatum L.) is a temperate, warm-season, perennial grass with
good attributes as a forage, conservation, and bioenergy crop [1,2]. Switchgrass occurs as
populations and synthetic cultivars that have distinct zones of adaptation [3,4]. The more
northerly adapted upland types possess greater winter hardiness, but have lower biomass
yields compared to the higher-yielding lowland southerly lines which have lower winter
Plants 2023, 12, 1732. https://doi.org/10.3390/plants12081732 https://www.mdpi.com/journal/plants