Evidence map›Paper›PMID 42511248›Full record

ArticleFoods (Basel, Switzerland)2026

Optimization of Formulation and Processing Parameters for High-Fidelity 3D Printing of a Surimi-Flour Composite Batter.

Yaling Liu, Yaxi Peng, Xiaoxin Li, Fan Ye, Miaobin Deng, Shuai Wei, Zongyuan Han, Zefu Wang, Shucheng Liu, Yang Liu

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Yaling LiuCollege of Food Science and Technology, Guangdong Ocean University, Zhanjiang 524088, China.
Yaxi PengCollege of Food Science and Technology, Guangdong Ocean University, Zhanjiang 524088, China.
Xiaoxin LiCollege of Food Science and Technology, Guangdong Ocean University, Zhanjiang 524088, China.
Fan YeCollege of Food Science and Technology, Guangdong Ocean University, Zhanjiang 524088, China.
Miaobin DengCollege of Food Science and Technology, Guangdong Ocean University, Zhanjiang 524088, China.
Shuai WeiCollege of Food Science and Technology, Guangdong Ocean University, Zhanjiang 524088, China.ORCID 0000-0002-0819-7157
Zongyuan HanCollege of Food Science and Technology, Guangdong Ocean University, Zhanjiang 524088, China.
Zefu WangCollege of Food Science and Technology, Guangdong Ocean University, Zhanjiang 524088, China.
Shucheng LiuCollege of Food Science and Technology, Guangdong Ocean University, Zhanjiang 524088, China.ORCID 0000-0002-1775-8470
Yang LiuCollege of Food Science and Technology, Guangdong Ocean University, Zhanjiang 524088, China.

Funding

Guangdong Key R&D Program Project 2025B1111140001Guangdong Ocean University 060302042306Guangdong Ocean University PX-972024181
6 · The paper itself

Abstract

To enable the formulation design of 3D-printable surimi-based food systems, a surimi-flour composite batter was developed, and its printing parameters and formulation were systematically optimized using a food 3D printer, with a focus on printing accuracy, structural stability, and extrusion performance. The optimal printing parameters were identified as a flow rate of 50 mm/s, mixing time of 5 min, and syringe barrel volume of 100 mL, while the optimal formulation consisted of 25% surimi (based on flour weight), 65% water (based on total surimi-flour-water mass), and 6% butter (based on total formulation mass). Physicochemical and rheological analyses suggested that surimi promoted the transformation of bound water into immobilized water, thereby enhancing structural stability and interlayer adhesion of the printed constructs. Appropriate water addition improved hydration and extrudability, whereas butter enhanced viscoelastic properties and printing uniformity, likely through interfacial lubrication. These components collectively influenced the formation of a homogeneous gel network with pronounced shear-thinning behavior, which is essential for high-precision 3D printing. Overall, the integrated optimization of processing parameters and formulation enabled high-fidelity 3D printing of the surimi-flour composite batter, providing a formulation and processing reference for improving the printability of surimi-based composite systems in extrusion-based 3D food printing.

Indexed as

3D printingbatter propertiespancakeprinting conditionssurimi

Identifiers

PMID42511248
PMCPMC13409536

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.