Paper · 2021 · Tree Physiology

Multiple linear regression and linear mixed models identify novel traits of salinity tolerance in Olea europaea L.

Mirko Sodini; Stefania Astolfi; Alessandra Francini; et al.

8
claims
24
verbatim quotes
18
citations
3
research areas
—
Not open access

Abstract

Olive can be considered as moderately tolerant to salinity, with marked differences among cultivars. In the present study, two olive cultivars with different salt tolerance, 'Leccino' (sensitive) and 'Frantoio' (tolerant), were treated with 120 mM of NaCl for 30 days. We measured the expression of genes involved in the management of sodium in the leaves, such as NHX, SOS1 and H+ ATPase, and the concentration of Na+, K+, Mn2+, Mg2+ and Ca2+ in the roots, bark, xylem and leaves of the olive plants. The results were analyzed with multiple linear models and mixed models. Furthermore, we utilized the analysis of covariance to find significant relationships in our data. Both cultivars significantly reduced net photosynthesis and increased water-use efficiency after 30 days of treatment. Sodium accumulated significantly in the roots of both cultivars, and 'Leccino' plants were also able to translocate it to the leaves and the bark. The NHX and vacuolar ATPase subunit E genes were significantly overexpressed in both the cultivars treated with NaCl. The SOS1, ATPase11 and ATPase8 genes were overexpressed in 'Frantoio'. The covariance between gene expression and element concentrations data was analyzed to identify significant interactions between cultivars and treatments. Na+ accumulation in the roots of 'Frantoio' was positively related to the accumulation of K+, Mn2+, Mg2+ and Ca2+ in the xylem, bark and leaves. 'Frantoio' capability to mobilize elements, especially Ca2+, together with the overexpression of key genes for sodium management, could be crucial for salt tolerance.

Abstract from the paper’s OpenAlex record, shown for indexing and research. Copyright remains with the authors or the publisher. Read at the source ↗

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 8

Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

Both cultivars reduced net photosynthesis after NaCl treatment.

Taxon
Olea europaea L.Olea europaeat0
Treatment
120 mM of NaClt1
Outcome
net photosynthesise0
Direction
reducede0
Qualifier
after 30 days of treatmente0

Not reportedComparator

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

Olea europaea
Olea europaea · TaxonHans Hillewaert · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Both cultivars significantly reduced net photosynthesis and increased water-use efficiency after 30 days of treatment”

✓ located verbatim in the source · abstract, characters 673–790 · show in text ↑
t0

“Olea europaea L.”

✓ located verbatim in the source · title, characters 98–114 · show in text ↑
t1

“120 mM of NaCl”

✓ located verbatim in the source · abstract, characters 241–255 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Both cultivars increased water-use efficiency after NaCl treatment.

Taxon
Olea europaea L.Olea europaeat0
Treatment
120 mM of NaClt1
Outcome
water-use efficiencye0
Direction
increasede0

Not reportedComparator

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

Olea europaea
Olea europaea · TaxonHans Hillewaert · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Both cultivars significantly reduced net photosynthesis and increased water-use efficiency after 30 days of treatment”

✓ located verbatim in the source · abstract, characters 673–790 · show in text ↑
t0

“Olea europaea L.”

✓ located verbatim in the source · title, characters 98–114 · show in text ↑
t1

“120 mM of NaCl”

✓ located verbatim in the source · abstract, characters 241–255 · show in text ↑
Observationobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

Sodium accumulated in the roots of both cultivars.

Taxon
Olea europaea L.Olea europaeat0
Organ / stage
rootse0
Outcome
Sodium accumulatede0
Direction
accumulatede0

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

Olea europaea
Olea europaea · TaxonHans Hillewaert · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Sodium accumulated significantly in the roots of both cultivars”

✓ located verbatim in the source · abstract, characters 792–855 · show in text ↑
t0

“Olea europaea L.”

✓ located verbatim in the source · title, characters 98–114 · show in text ↑
t1

“120 mM of NaCl”

✓ located verbatim in the source · abstract, characters 241–255 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Leccino translocated sodium to leaves and bark.

Taxon
Olea europaea L.Olea europaeat0
Material
'Leccino'e0
Outcome
translocate it to the leaves and the barke0

Not reportedDirection

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

Olea europaea
Olea europaea · TaxonHans Hillewaert · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“'Leccino' plants were also able to translocate it to the leaves and the bark”

✓ located verbatim in the source · abstract, characters 861–937 · show in text ↑
t0

“Olea europaea L.”

✓ located verbatim in the source · title, characters 98–114 · show in text ↑
t1

“120 mM of NaCl”

✓ located verbatim in the source · abstract, characters 241–255 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

NHX and vacuolar ATPase subunit E were overexpressed under NaCl in both cultivars.

Taxon
Olea europaea L.Olea europaeat0
Treatment
NaCle0
Gene
NHX and vacuolar ATPase subunit Ee0
Outcome
genes were significantly overexpressede0
Direction
overexpressede0

Not reportedComparator

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

Olea europaea
Olea europaea · TaxonHans Hillewaert · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The NHX and vacuolar ATPase subunit E genes were significantly overexpressed in both the cultivars treated with NaCl”

✓ located verbatim in the source · abstract, characters 939–1055 · show in text ↑
t0

“Olea europaea L.”

✓ located verbatim in the source · title, characters 98–114 · show in text ↑
t1

“120 mM of NaCl”

✓ located verbatim in the source · abstract, characters 241–255 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

SOS1, ATPase11 and ATPase8 were overexpressed in Frantoio.

Taxon
Olea europaea L.Olea europaeat0
Material
'Frantoio'e0
Gene
SOS1, ATPase11 and ATPase8e0
Outcome
genes were overexpressede0
Direction
overexpressede0

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

Olea europaea
Olea europaea · TaxonHans Hillewaert · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The SOS1, ATPase11 and ATPase8 genes were overexpressed in 'Frantoio'”

✓ located verbatim in the source · abstract, characters 1057–1126 · show in text ↑
t0

“Olea europaea L.”

✓ located verbatim in the source · title, characters 98–114 · show in text ↑
t1

“120 mM of NaCl”

✓ located verbatim in the source · abstract, characters 241–255 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Frantoio root sodium accumulation was positively related to K, Mn, Mg and Ca accumulation in aboveground tissues.

Taxon
Olea europaea L.Olea europaeat0
Material
'Frantoio'e0
Compound
Na+e0
Outcome
accumulation of K+, Mn2+, Mg2+ and Ca2+ in the xylem, bark and leavese0
Direction
positivelye0

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

Olea europaea
Olea europaea · TaxonHans Hillewaert · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Na+ accumulation in the roots of 'Frantoio' was positively related to the accumulation of K+, Mn2+, Mg2+ and Ca2+ in the xylem, bark and leaves”

✓ located verbatim in the source · abstract, characters 1283–1426 · show in text ↑
t0

“Olea europaea L.”

✓ located verbatim in the source · title, characters 98–114 · show in text ↑
t1

“120 mM of NaCl”

✓ located verbatim in the source · abstract, characters 241–255 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

Authors suggest element mobilization, especially Ca, with sodium management gene expression may contribute to Frantoio salt tolerance.

Taxon
Olea europaea L.Olea europaeat0
Material
'Frantoio'e0
Compound
Ca2+e0
Outcome
salt tolerancee0
Qualifier
could be cruciale0

Not reportedDirection

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

Olea europaea
Olea europaea · TaxonHans Hillewaert · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“'Frantoio' capability to mobilize elements, especially Ca2+, together with the overexpression of key genes for sodium management, could be crucial for salt tolerance”

✓ located verbatim in the source · abstract, characters 1428–1593 · show in text ↑
t0

“Olea europaea L.”

✓ located verbatim in the source · title, characters 98–114 · show in text ↑
t1

“120 mM of NaCl”

✓ located verbatim in the source · abstract, characters 241–255 · show in text ↑

sodium chloride · physiology: water · Olea europaea (common olive)Positive and negative results

3 papers: 2 positive, 1 negative or no effect

1 paper in the same direction as this paper · 1 in the opposite direction

  1. negative
  2. positive
See all 3 papers →

sodium chloride · physiology: photosynthesis · Olea europaea (common olive)Positive and negative results

8 papers: 2 positive, 6 negative or no effect

5 papers in the same direction as this paper · 2 in the opposite direction

  1. positive
  2. positive
  3. negative

4 papers more in this group

See all 8 papers →

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.