Paper · 2024 · Plants

Combined Metabolome and Transcriptome Analysis Revealed the Accumulation of Anthocyanins in Grape Berry (Vitis vinifera L.) under High-Temperature Stress

Feifei Dou; Fesobi Olumide Phillip; Huaifeng Liu

13
claims
29
verbatim quotes
19
citations
2
research areas
✓
Open access · cc-by

Abstract

In grape (Vitis vinifera L.) cultivation, high temperatures (HTs) usually reduce the accumulation of anthocyanins. In order to elucidate the regulatory mechanism of anthocyanin biosynthesis under high-temperature environments, we investigated the effects of HT stress at veraison (5% coloring of grape ears) on fruit coloration and anthocyanin biosynthesis in ‘Summer Black’ (XH) and ‘Flame seedless’ (FL) grapevines. Compared to the control group (35 °C), the total anthocyanin content of XH and FL grapes subjected to a high-temperature (HT) treatment group (40 °C) decreased significantly as the HT treatment continued, but showed an upward trend with fruit development. However, the concentration of procyanidins increased significantly following HT treatment but decreased with fruit development. Nonetheless, FL grapes showed some resistance to the HT condition, producing anthocyanin content at ripeness comparable to the control group, demonstrating a greater adaptability to HT conditions than XH grapes. Based on the CIRG index, at stage S4, the fruit of FL was classified as dark red, while XH was classified as blue-black in the control group. Anthocyanin-targeted metabonomics identified eight different types of anthocyanins accumulating in the peels of XH and FL grapes during ripening, including cyanidins, delphinidins, malvidins, pelargonidins, peonidins, petunidins, procyanidins, and flavonoids. Malvidins were the most abundant in the two grape varieties, with malvidin-3-O-glucoside being more sensitive to high temperatures. HT treatment also down-regulated the expression of structural genes and regulators involved in the anthocyanin synthesis pathways. We used the WGCNA method to identify two modules that were significantly correlated with total anthocyanin and procyanidin contents. Among them, MYBCS1, bHLH137, WRKY65, WRKY75, MYB113-like, bZIP44, and GST3 were predicted to be involved in grape anthocyanin biosynthesis. In conclusion, this study conducted in-depth research on the HT inhibition of the biosynthesis of anthocyanins in XH and FL grapes, for reference.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗

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Claims 13

Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

High-temperature treatment at 40 °C significantly decreased total anthocyanin content in Summer Black (XH) grapes relative to the 35 °C control as treatment continued.

Taxon
Vitis vinifera L.Vitis viniferat0
Material
Summer Blacke0
Treatment
high-temperature (HT) treatment group (40 °C)e1
Outcome
total anthocyanin contente1
Direction
decreasede1
Qualifier
as the HT treatment continuede1
Comparator
control groupe1

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

Vitis vinifera
Vitis vinifera · TaxonDarijanus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Grape Berry (Vitis vinifera L.)”

✓ located verbatim in the source · title, characters 92–123 · show in text ↑
e0

“in ‘Summer Black’ (XH) and ‘Flame seedless’ (FL) grapevines”

✓ located verbatim in the source · abstract, characters 357–416 · show in text ↑
e1

“Compared to the control group (35 °C), the total anthocyanin content of XH and FL grapes subjected to a high-temperature (HT) treatment group (40 °C) decreased significantly as the HT treatment continued”

✓ located verbatim in the source · abstract, characters 418–621 · show in text ↑
Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

High-temperature treatment at 40 °C significantly decreased total anthocyanin content in Flame seedless (FL) grapes relative to the 35 °C control as treatment continued.

Taxon
Vitis vinifera L.Vitis viniferat0
Material
Flame seedlesse0
Treatment
high-temperature (HT) treatment group (40 °C)e1
Outcome
total anthocyanin contente1
Direction
decreasede1
Qualifier
as the HT treatment continuede1
Comparator
control groupe1

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

Vitis vinifera
Vitis vinifera · TaxonDarijanus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Grape Berry (Vitis vinifera L.)”

✓ located verbatim in the source · title, characters 92–123 · show in text ↑
e0

“in ‘Summer Black’ (XH) and ‘Flame seedless’ (FL) grapevines”

✓ located verbatim in the source · abstract, characters 357–416 · show in text ↑
e1

“Compared to the control group (35 °C), the total anthocyanin content of XH and FL grapes subjected to a high-temperature (HT) treatment group (40 °C) decreased significantly as the HT treatment continued”

✓ located verbatim in the source · abstract, characters 418–621 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

High-temperature treatment significantly increased procyanidin concentration in grape berries.

Taxon
Vitis vinifera L.Vitis viniferat0
Treatment
HT treatmente2
Outcome
concentration of procyanidinse2
Direction
increasede2

Not reportedComparator

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

Vitis vinifera
Vitis vinifera · TaxonDarijanus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Grape Berry (Vitis vinifera L.)”

✓ located verbatim in the source · title, characters 92–123 · show in text ↑
e2

“the concentration of procyanidins increased significantly following HT treatment”

✓ located verbatim in the source · abstract, characters 683–763 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Flame seedless (FL) grapes produced anthocyanin content at ripeness comparable to the control under high-temperature conditions.

Taxon
Vitis vinifera L.Vitis viniferat0
Material
FLe3
Treatment
HT conditione3
Outcome
anthocyanin content at ripenesse3
Direction
comparablee3
Comparator
control groupe3

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

Vitis vinifera
Vitis vinifera · TaxonDarijanus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Grape Berry (Vitis vinifera L.)”

✓ located verbatim in the source · title, characters 92–123 · show in text ↑
e3

“FL grapes showed some resistance to the HT condition, producing anthocyanin content at ripeness comparable to the control group”

✓ located verbatim in the source · abstract, characters 815–942 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Flame seedless (FL) grapes showed greater adaptability to high-temperature conditions than XH grapes.

Taxon
Vitis vinifera L.Vitis viniferat0
Material
FLe3
Treatment
HT conditionse4
Outcome
adaptability to HT conditionse4
Direction
greatere4
Comparator
XH grapese4

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

Vitis vinifera
Vitis vinifera · TaxonDarijanus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Grape Berry (Vitis vinifera L.)”

✓ located verbatim in the source · title, characters 92–123 · show in text ↑
e3

“FL grapes showed some resistance to the HT condition, producing anthocyanin content at ripeness comparable to the control group”

✓ located verbatim in the source · abstract, characters 815–942 · show in text ↑
e4

“demonstrating a greater adaptability to HT conditions than XH grapes”

✓ located verbatim in the source · abstract, characters 944–1012 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

At stage S4 the Flame seedless (FL) fruit was classified as dark red by the CIRG index.

Taxon
Vitis vinifera L.Vitis viniferat0
Material
FLe5
Organ / stage
fruite5
Outcome
CIRG indexe5
Value
dark rede5
Qualifier
at stage S4e5

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

Vitis vinifera
Vitis vinifera · TaxonDarijanus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Grape Berry (Vitis vinifera L.)”

✓ located verbatim in the source · title, characters 92–123 · show in text ↑
e5

“Based on the CIRG index, at stage S4, the fruit of FL was classified as dark red, while XH was classified as blue-black in the control group”

✓ located verbatim in the source · abstract, characters 1014–1154 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

At stage S4 in the control group the Summer Black (XH) fruit was classified as blue-black by the CIRG index.

Taxon
Vitis vinifera L.Vitis viniferat0
Material
XHe5
Outcome
CIRG indexe5
Value
blue-blacke5
Qualifier
in the control groupe5

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

Vitis vinifera
Vitis vinifera · TaxonDarijanus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Grape Berry (Vitis vinifera L.)”

✓ located verbatim in the source · title, characters 92–123 · show in text ↑
e5

“Based on the CIRG index, at stage S4, the fruit of FL was classified as dark red, while XH was classified as blue-black in the control group”

✓ located verbatim in the source · abstract, characters 1014–1154 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Malvidins were the most abundant anthocyanins in both grape varieties.

Taxon
Vitis vinifera L.Vitis viniferat0
Outcome
Malvidins were the most abundante6
Qualifier
in the two grape varietiese6

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

Vitis vinifera
Vitis vinifera · TaxonDarijanus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Grape Berry (Vitis vinifera L.)”

✓ located verbatim in the source · title, characters 92–123 · show in text ↑
e6

“Malvidins were the most abundant in the two grape varieties”

✓ located verbatim in the source · abstract, characters 1416–1475 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Malvidin-3-O-glucoside was more sensitive to high temperatures than other anthocyanins.

Taxon
Vitis vinifera L.Vitis viniferat0
Treatment
high temperaturese7
Compound
malvidin-3-O-glucosidee7
Outcome
more sensitive to high temperaturese7
Direction
more sensitivee7

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

Vitis vinifera
Vitis vinifera · TaxonDarijanus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Grape Berry (Vitis vinifera L.)”

✓ located verbatim in the source · title, characters 92–123 · show in text ↑
e7

“malvidin-3-O-glucoside being more sensitive to high temperatures”

✓ located verbatim in the source · abstract, characters 1482–1546 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

High-temperature treatment down-regulated the expression of structural genes and regulators of the anthocyanin synthesis pathway.

Taxon
Vitis vinifera L.Vitis viniferat0
Treatment
HT treatmente1
Outcome
expression of structural genes and regulators involved in the anthocyanin synthesis pathwayse1
Direction
down-regulatede1

Not reportedComparator

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

Vitis vinifera
Vitis vinifera · TaxonDarijanus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Grape Berry (Vitis vinifera L.)”

✓ located verbatim in the source · title, characters 92–123 · show in text ↑
e1

“HT treatment also down-regulated the expression of structural genes and regulators involved in the anthocyanin synthesis pathways”

✓ located verbatim in the source · abstract, characters 1548–1677 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Two WGCNA modules were significantly correlated with total anthocyanin and procyanidin contents.

Taxon
Vitis vinifera L.Vitis viniferat0
Compound
procyanidine1
Outcome
total anthocyanin and procyanidin contentse1
Direction
significantly correlatede1

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

Vitis vinifera
Vitis vinifera · TaxonDarijanus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Grape Berry (Vitis vinifera L.)”

✓ located verbatim in the source · title, characters 92–123 · show in text ↑
e1

“We used the WGCNA method to identify two modules that were significantly correlated with total anthocyanin and procyanidin contents”

✓ located verbatim in the source · abstract, characters 1679–1810 · show in text ↑
Mechanismhypothesisoriginal resultmeasured

Claim · model-written summary

MYBCS1, bHLH137, WRKY65, WRKY75, MYB113-like, bZIP44 and GST3 are predicted to be involved in grape anthocyanin biosynthesis.

Taxon
Vitis vinifera L.Vitis viniferat0
Gene
MYBCS1, bHLH137, WRKY65, WRKY75, MYB113-like, bZIP44, and GST3e1
Outcome
grape anthocyanin biosynthesise1

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

Vitis vinifera
Vitis vinifera · TaxonDarijanus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Grape Berry (Vitis vinifera L.)”

✓ located verbatim in the source · title, characters 92–123 · show in text ↑
e1

“MYBCS1, bHLH137, WRKY65, WRKY75, MYB113-like, bZIP44, and GST3 were predicted to be involved in grape anthocyanin biosynthesis”

✓ located verbatim in the source · abstract, characters 1824–1950 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Anthocyanin-targeted metabonomics identified eight different types of anthocyanins accumulating in grape peel during ripening.

Taxon
Vitis vinifera L.Vitis viniferat0
Organ / stage
peelse1
Outcome
eight different types of anthocyaninse1
Value
eighte1
Qualifier
during ripeninge1

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

Vitis vinifera
Vitis vinifera · TaxonDarijanus · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Grape Berry (Vitis vinifera L.)”

✓ located verbatim in the source · title, characters 92–123 · show in text ↑
e1

“Anthocyanin-targeted metabonomics identified eight different types of anthocyanins accumulating in the peels of XH and FL grapes during ripening”

✓ located verbatim in the source · abstract, characters 1156–1300 · show in text ↑

heat · molecular: expression · Vitis vinifera (wine grape)Results agree

2 papers: 0 positive, 2 negative or no effect

1 paper in the same direction as this paper

  1. negative
See all 2 papers →

heat · quality: phytochemicals · Vitis vinifera (wine grape)Results agree

10 papers: 0 positive, 10 negative or no effect

9 papers in the same direction as this paper

  1. negative
  2. no effect
  3. no effect

6 papers more in this group

See all 10 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.