The WRKY transcription factor family and senescence in switchgrass
Rinerson et al. BMC Genomics (2015) 16:912
DOI 10.1186/s12864-015-2057-4
RESEARCH ARTICLE
Open Access
The WRKY transcription factor family and
senescence in switchgrass
Charles I. Rinerson1†, Erin D. Scully2†, Nathan A. Palmer2†, Teresa Donze-Reiner3, Roel C. Rabara1, Prateek Tripathi4,
Qingxi J Shen5, Scott E. Sattler2, Jai S. Rohila6, Gautam Sarath2* and Paul J. Rushton1,7*
Abstract
Background: Early aerial senescence in switchgrass (Panicum virgatum) can significantly limit biomass yields. WRKY
transcription factors that can regulate senescence could be used to reprogram senescence and enhance biomass
yields.
Methods: All potential WRKY genes present in the version 1.0 of the switchgrass genome were identified and
curated using manual and bioinformatic methods. Expression profiles of WRKY genes in switchgrass flag leaf RNASeq datasets were analyzed using clustering and network analyses tools to identify both WRKY and WRKYassociated gene co-expression networks during leaf development and senescence onset.
Results: We identified 240 switchgrass WRKY genes including members of the RW5 and RW6 families of resistance
proteins. Weighted gene co-expression network analysis of the flag leaf transcriptomes across development readily
separated clusters of co-expressed genes into thirteen modules. A visualization highlighted separation of modules
associated with the early and senescence-onset phases of flag leaf growth. The senescence-associated module
contained 3000 genes including 23 WRKYs. Putative promoter regions of senescence-associated WRKY genes
contained several cis-element-like sequences suggestive of responsiveness to both senescence and stress signaling
pathways. A phylogenetic comparison of senescence-associated WRKY genes from switchgrass flag leaf with
senescence-associated WRKY genes from other plants revealed notable hotspots in Group I, IIb, and IIe of the
phylogenetic tree.
Conclusions: We have identified and named 240 WRKY genes in the switchgrass genome. Twenty three of these
genes show elevated mRNA levels during the onset of flag leaf senescence. Eleven of the WRKY genes were found
in hotspots of related senescence-associated genes from multiple species and thus represent promising targets for
future switchgrass genetic improvement. Overall, individual WRKY gene expression profiles could be readily linked
to developmental stages of flag leaves.
Background
Switchgrass (Panicum virgatum) is a temperate, warmseason perennial that is being developed as a cellulosic
biofuel crop [1, 2]. Tetraploid switchgrass populations
and cultivars have higher yields as compared to octaploid populations [3]. Thus, most current breeding efforts are focused on improving biomass yields and
* Correspondence: ;
†
Equal contributors
2
Grain, Forage and Bioenergy Research Unit USDA-ARS UNL, Lincoln, NE
68583-0937, USA
1
Texas A&M AgriLife Research and Extension Center, Dallas, TX 75252, USA
Full list of author information is available at the end of the article
quality in tetraploid lines [4, 5]. Tetraploid populations
can occur as upland and lowland ecotypes, with the lowland plants significantly out-yielding the upland lines
across several locations [5]. However, the latitudinal
adaptation of these different ecotypes presents challenges, since most of southerly-adapted, high-yielding,
lowland germplasm suffers from significant winter-kill at
more northern sites of the USA [6]. Some crosses of upland x lowland plants show heterosis for yields [7], and
this approach appears to hold promise in the continuing
development of switchgrass as a biomass crop [8].
Nevertheless, extending the period of carbon assimilation by delaying aerial senescence could be a means to
© 2015 Rinerson et al. Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0
International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and
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(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
Rinerson et al. BMC Genomics (2015) 16:912
significantly improve yields, as long as other plant attributes, such as dormancy onset and nutrient remobilization are not impaired [6].
Senescence is a genetically programmed trait that can
potentially be reprogrammed by several molecular
breeding strategies such as marker-assisted selection. To
develop switchgrass cultivars with delayed senescence, it
is critical to determine the key molecular events that
occur during senescence to identify the regulators that
trigger this process. Senescence is the final stage of plant
development and is tightly controlled to increase the fitness of the whole plant [9]. Transcriptome analysis of
Arabidopsis thaliana (A. thaliana; At) leaf senescence
suggests that several families of transcription factors play
major roles in the cellular reprogramming associated
with senescence. The major transcription factor families
associated with A. thaliana leaf senescence are NACs,
WRKYs, C2H2 zinc finger proteins, AP2/ERFs, MYBs,
homeobox proteins, bZIPs, bHLHs, and C3H zinc finger
proteins. WRKY TFs were the second largest TF family
to be induced during senescence in this study [10].
WRKY transcription factors are key regulators of many
plant processes, including responses to biotic and abiotic
stresses, wounding, senescence, seed dormancy, and seed
germination [11]. They are components of intracellualar
signaling webs, for example many are phosphorylated by
MAP kinase cascades [12]. The defining feature of
WRKY transcription factors is their DNA binding domain referred to as the WRKY domain, which is named
after the almost invariant WRKY amino acid sequence
within the N-terminal region [13]. The WRKY domain
is about 60 residues in length and also possesses a Cx4–
5Cx22–23HxH or Cx7Cx23HxC zinc-finger structure at
the C-terminus [11]. Structural determination of the
WRKY domain bound to its W box cis-acting element
revealed that part of a four-stranded β-sheet enters the
major groove of DNA almost perpendicular to the DNA
helical axis in a β-wedge. Amino acids in the conserved
WRKYGQK signature motif contact the W box DNA
bases [14].
Functional genomic studies of individual WRKY transcription factors have provided clear evidence that specific WRKY proteins are regulators of senescence,
although some of these transcription factors play multiple roles in planta [15–17]. The first evidence supporting a role of WRKY transcription factors in the
senescence process came from studies of A.thaliana
AtWRKY6 [18, 19]. One target gene for AtWRKY6 is
FLG22-induced receptor-like kinase 1 (FRK1 previously
called SIRK) whose expression is strongly induced du (...truncated)