Paper · 2016 · PLANT PHYSIOLOGY

Promises and challenges of eco-physiological genomics in the field: tests of drought responses in switchgrass

John T. Lovell; Eugene V Shakirov; Scott Schwartz; et al.

8
claims
16
verbatim quotes
46
citations
2
research areas
✓
Open access · cc-by

Abstract

Identifying the physiological and genetic basis of stress tolerance in plants has proven to be critical to understanding adaptation in both agricultural and natural systems. However, many discoveries were initially made in the controlled conditions of greenhouses or laboratories, not in the field. To test the comparability of drought responses across field and greenhouse environments, we undertook three independent experiments using the switchgrass reference genotype Alamo AP13. We analyzed physiological and gene expression variation across four locations, two sampling times, and three years. Relatively similar physiological responses and expression coefficients of variation across experiments masked highly dissimilar gene expression responses to drought. Critically, a drought experiment utilizing small pots in the greenhouse elicited nearly identical physiological changes as an experiment conducted in the field, but an order of magnitude more differentially expressed genes. However, we were able to define a suite of several hundred genes that were differentially expressed across all experiments. This list was strongly enriched in photosynthesis, water status, and reactive oxygen species responsive genes. The strong across-experiment correlations between physiological plasticity-but not differential gene expression-highlight the complex and diverse genetic mechanisms that can produce phenotypically similar responses to various soil water deficits.

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Claims 8

Observationobservedoriginal resultmeasured

Claim · model-written summary

Physiological responses and expression coefficients of variation were relatively similar across experiments despite dissimilar drought gene expression responses.

Taxon
switchgrassPanicum virgatumt0
Outcome
physiological responses and expression coefficients of variatione0
Direction
Relatively similare0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Relatively similar physiological responses and expression coefficients of variation across experiments masked highly dissimilar gene expression responses to drought.”

✓ located verbatim in the source · abstract, characters 600–765 · show in text ↑
t0

“switchgrass”

✓ located verbatim in the source · title, characters 98–109 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Drought gene expression responses were highly dissimilar across experiments.

Taxon
switchgrassPanicum virgatumt0
Outcome
gene expression responses to droughte0

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Relatively similar physiological responses and expression coefficients of variation across experiments masked highly dissimilar gene expression responses to drought.”

✓ located verbatim in the source · abstract, characters 600–765 · show in text ↑
t0

“switchgrass”

✓ located verbatim in the source · title, characters 98–109 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Small greenhouse pots elicited nearly identical physiological changes to the field experiment.

Taxon
switchgrassPanicum virgatumt0
Treatment
droughte0
Outcome
physiological changese0
Direction
nearly identicale0
Comparator
fielde0
Setting
greenhousee0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Critically, a drought experiment utilizing small pots in the greenhouse elicited nearly identical physiological changes as an experiment conducted in the field, but an order of magnitude more differentially expressed genes.”

✓ located verbatim in the source · abstract, characters 766–989 · show in text ↑
t0

“switchgrass”

✓ located verbatim in the source · title, characters 98–109 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

The greenhouse small-pot drought experiment had an order of magnitude more differentially expressed genes than the field experiment.

Taxon
switchgrassPanicum virgatumt0
Treatment
droughte0
Outcome
differentially expressed genese0
Direction
moree0
Value
an order of magnitudee0
Comparator
fielde0
Setting
greenhousee0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Critically, a drought experiment utilizing small pots in the greenhouse elicited nearly identical physiological changes as an experiment conducted in the field, but an order of magnitude more differentially expressed genes.”

✓ located verbatim in the source · abstract, characters 766–989 · show in text ↑
t0

“switchgrass”

✓ located verbatim in the source · title, characters 98–109 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Several hundred genes were differentially expressed in all experiments.

Taxon
switchgrassPanicum virgatumt0
Outcome
differentially expressede0
Value
several hundred genese0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“However, we were able to define a suite of several hundred genes that were differentially expressed across all experiments.”

✓ located verbatim in the source · abstract, characters 990–1113 · show in text ↑
t0

“switchgrass”

✓ located verbatim in the source · title, characters 98–109 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The shared gene list was strongly enriched in photosynthesis, water status and reactive oxygen species responsive genes.

Taxon
switchgrassPanicum virgatumt0
Outcome
photosynthesis, water status, and reactive oxygen species responsive genese0
Direction
strongly enrichede0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“This list was strongly enriched in photosynthesis, water status, and reactive oxygen species responsive genes.”

✓ located verbatim in the source · abstract, characters 1114–1224 · show in text ↑
t0

“switchgrass”

✓ located verbatim in the source · title, characters 98–109 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Physiological plasticity had strong across-experiment correlations, whereas differential gene expression did not.

Taxon
switchgrassPanicum virgatumt0
Treatment
soil water deficitse0
Outcome
physiological plasticitye0

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“The strong across-experiment correlations between physiological plasticity-but not differential gene expression-highlight the complex and diverse genetic mechanisms that can produce phenotypically similar responses to various soil water deficits.”

✓ located verbatim in the source · abstract, characters 1225–1471 · show in text ↑
t0

“switchgrass”

✓ located verbatim in the source · title, characters 98–109 · show in text ↑
Mechanismauthor interpretationoriginal resultmeasured

Claim · model-written summary

Diverse genetic mechanisms can produce phenotypically similar responses to soil water deficits.

Taxon
switchgrassPanicum virgatumt0
Outcome
phenotypically similar responsese0
Qualifier
complex and diverse genetic mechanismse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Panicum virgatum
Panicum virgatum · TaxonDaderot · Public domain · Wikimedia Commons ↗

Verbatim

e0

“The strong across-experiment correlations between physiological plasticity-but not differential gene expression-highlight the complex and diverse genetic mechanisms that can produce phenotypically similar responses to various soil water deficits.”

✓ located verbatim in the source · abstract, characters 1225–1471 · show in text ↑
t0

“switchgrass”

✓ located verbatim in the source · title, characters 98–109 · show in text ↑