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Table 2 Hub genes identified in Aglianico modules. The metabolites and hub genes are reported in each module with the corresponding correlation value and function

From: Integrative analysis of metabolome and transcriptome profiles to highlight aroma determinants in Aglianico and Falanghina grape berries

Module

Metabolite

Metabolic Class

Module correlation

Genes

Genes correlation

Gene role

Class

yellow

(E,E)-2,4-heptadienal

Lipids

0.97

VIT_AGLc19g206410

0.64

VvTPS

Terpenes

 

6-methyl-5-hepten-2-one

Carotenoids

0.95

VIT_AGLcUng389500

0.82

VvTPS

Terpenes

 

2-ethylfuran

Lipids

0.94

    
 

(E)-2-octenal

Lipids

0.92

    
 

Luteoxanthin

Carotenoids

0.92

    
 

(E)-2-heptenal

Lipids

0.90

    
 

B-cyclocitral

Carotenoids

0.88

    
 

(E,E)-2,4-hexadienal

Lipids

0.86

    
 

Violaxanthin

Carotenoids

0.81

    
 

(E)-2-pentenal

Lipids

0.79

    
 

Limonene

Terpenes

0.77

    
 

2-pentylfuran

Lipids

0.73

    
 

Pentanal

Lipids

0.66

    
 

Octanal

Lipids

0.66

    
 

Phytoene

Carotenoids

0.62

    
 

(Z)-3-hexenal

Lipids

0.61

    

Turquoise

a-carotene

Carotenoids

0.97

VIT_AGLc2g234140

0.68

VvAAT

Lipoxygenase

 

Flavoxanthin

Carotenoids

0.94

VIT_AGLc5g275180

-0.89

VvLPD

BCAA

 

Neochrome b

Carotenoids

0.87

VIT_AGLc9g371810

-0.81

VvAAT

Lipoxygenase

 

Neochrome a

Carotenoids

0.84

    
 

β-carotene

Carotenoids

0.83

    
 

1-decanol

Lipids

0.81

    
 

Z-linalool oxide-glucoside

Terpenes

0.79

    
 

Nonanoic acid

Lipids

0.78

    
 

Lutein

Carotenoids

0.75

    
 

(E)-2-hexenal

Lipids

0.66

    
 

2-heptanol

Lipids

0.60

    
 

Heptanal

Lipids

0.60

    

blue

d-carotene

Carotenoids

0.90

VIT_AGLc12g62130.1

0.93

VvAACT

Terpenes

 

Valine

Amino acids

0.85

    
 

Zeaxanthin

Carotenoids

0.82

    
 

Phenylacetaldehyde

Amino acids

0.80

    
 

Carvone

Terpenes

0.78

    
 

Leucine

Amino acids

0.75

    
 

Octanoic acid

Lipids

0.64

    

green

Linoleic acid

Lipids

0.92

VIT_AGLc7g315650.1

0.94

VvTPS

Terpenes

 

Linolenic acid

Lipids

0.91

VIT_AGLc18_randomg199320.1

0.94

VvTPS

Terpenes

 

(Z)-2-penten-1-ol

Lipids

0.84

    
 

(E)-2-hexen-1-ol

Lipids

0.82

    
 

1-penten-3-ol

Lipids

0.71

    
 

1-hexanol

Lipids

0.70

    
 

Heptanal

Lipids

0.69

    
 

Terpineol

Terpenes

0.68

    
 

(E,E)-2,4-hexadienal

Lipids

0.68

    
 

Hexanal

Lipids

0.66

    
 

(E)-2-hexenal

Lipids

0.65

    
 

2-heptanol

Lipids

0.65

    
 

Linalool

Terpenes

0.62

    
 

Z-linalool oxide-glucoside

Terpenes

0.60

    
 

Pentanal

Lipids

0.60

    

red

Linoleic acid

Lipids

0.64

VIT_AGLc8g338960.1

0.99

ACOX

BCAA

 

Linalyl-beta-d-glucoside

Terpenes

0.63

VIT_AGLc5g292730.1

0.94

ETF-QO

BCAA

 

Linolenic acid

Lipids

0.62

VIT_AGLcUng400600.1

0.91

VvAACT

Terpenes

 

Z-linalool oxide-arabinofuranose

Terpenes

0.61

VIT_AGLc8g337580.1

0.85

VvCISO1

Carotenoids

 

Linalool-arabinofuranose

Terpenes

0.60

VIT_AGLc19g200580.3

0.81

VvGGPPS

Terpenes

    

VIT_AGLc15g121740.1

0.87

VvGGPPS

Terpenes

    

VIT_AGLc12g59520.1

0.82

VvTPS

Terpenes