Table 3 Definition of gluten network types.

From: Definition of network types – Prediction of dough mechanical behaviour under shear by gluten microstructure

 

Cleaved network

Rigid network

Spread network

Strengthened network

Particulate, dense network

Particulate, loose network

Classification by Lacunarity (−)

0–0.16

0.17–0.26

0.17–0.26

0.17–0.26

0.27–0.5

↑↑ >0.5

Branching rate (µm−2)

↓↓

↑↑

↑↑

↓↓

Protein width (µm)

↑↑

Average protein length (µm)

↑↑

↓↓

↓↓

End-point rate (µm−2)

↑↑

↓↓

↑↑

↑↑

Network description

Ruptured protein threads, short protein segments

Uniform, dense and continuous structure, highly branched

Homogenous, very branched, elongated and distributed protein threads

Locally strengthened protein threads, continuous

Clustered agglomerates, densely arranged

Clustered agglomerates, widely scattered

Rheological characteristics

Low viscous

Highly viscous

Viscoelastic

Viscoelastic

Highly viscous

Low viscous

η0 (Pa*s)

G* (Pa)

z (−)

tanδ (−)

Jel (−)

J0creep (1/Pa)

J1creep, J1rec, J2rec, Jmax, Jr (1/Pa)

Correspond to labels in Fig. 2

A

B

C

D

E

F

Correspond to network type of Lucas, et al.12

I

 

II

III

IV

V

Examples

GLU ≥ 30 mg/100 g flour,

BRN ≤ 200 mg/kg flour

RHL ≤ 49.8 ml/100 g flour

GOX ≥ 40 mg/kg flour,

TG ≤ 1000 mg/kg flour

ASC ≥ 50 mg/kg flour,

KBrO3 ≥ 60 mg/kg flour

SHO ≤ 15 g/100 g flour

TG > 1000 mg/kg flour,

SHO ≥ 50 g/100 g flour

IHL ≥ 69.9 ml/100 g flour,

ROI ≥ 50 g/100 g flour

  1. The classification is performed according to the microstructural attribute lacunarity (determined on images with a resolution of 1024 × 1024 pixel and size of 215 × 2015 µm). Network attributes are described by their strength (low) - (very high). Arrows (↓→↑) denote the development of microstructural attributes of a network types typical sample compared to its corresponding standard wheat dough.