Evidence map›Paper›PMID 42618749›Full record

ArticleJournal of food science2026

Extrusion-Based 3D Food Printing of Gluten-Free Quinoa Biscuits: Formulation and Printing Parameter Optimization.

Xinyu Du, Zhihong Zhang, Lan Zhan, Linjing Gong, Qiaoqiao Shi, Dongxu Wang, Huanan Guan, Songtao Fan

Abstract read
In one paragraph

Article in Journal of food science, 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

8 authors.

Xinyu DuSchool of Grain Science and Technology, Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu, China.
Zhihong ZhangSchool of Grain Science and Technology, Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu, China.ORCID https://orcid.org/0009-0005-9264-3867
Lan ZhanSchool of Grain Science and Technology, Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu, China.
Linjing GongSchool of Grain Science and Technology, Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu, China.
Qiaoqiao ShiSchool of Grain Science and Technology, Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu, China.
Dongxu WangSchool of Grain Science and Technology, Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu, China.ORCID https://orcid.org/0000-0001-7377-6190
Huanan GuanSchool of Grain Science and Technology, Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu, China.ORCID https://orcid.org/0000-0003-1182-8180
Songtao FanSchool of Food and Biological Engineering, Jiangsu University, Zhenjiang, Jiangsu, China.ORCID https://orcid.org/0000-0002-4789-0157

Funding

Natural Science Foundation of Jiangsu Province BK20251031open project program of the State Key Laboratory of Food Science and Resources, Nanchang University SKLF-KF-202424Undergraduate Innovation and Entrepreneurship Training Program of Jiangsu University of Science and Technology 202510289026Zhenjiang Municipal Social Development Guiding Project of 2024 Zhenke Nong [2024] 127
6 · The paper itself

Abstract

Extrusion-based three-dimensional (3D) printing technology offers a novel approach for developing nutritionally fortified, gluten-free cereal-based foods. Although quinoa is nutrient-dense, its lack of gluten network in traditional processing results in loose texture, however, 3D printing leverages material rheological properties to construct robust structures, effectively addressing this limitation. This study employed pure quinoa flour as the primary ingredient and conducted single-factor experiments to investigate the effects of sucrose, butter, and milk on dough rheology and texture properties. Response surface methodology was subsequently applied to optimize sensory quality, yielding an optimal formulation (10 g quinoa flour: 3.04 g sucrose, 3.09 g butter, and 6.84 g milk), with predicted and validated sensory scores of 84.4 and 83.7, respectively (p < 0.0001). On the basis of this optimal formulation, critical printing parameters were systematically optimized (nozzle diameter 0.8 mm, printing speed 40 mm/s, and infill density 65%). Using the optimized formulation and process, four three-dimensional models of varying complexity were successfully printed, demonstrating excellent shape retention and dimensional accuracy post-baking. This study confirms that quinoa is a promising gluten-free food ink with superior 3D printability, establishing a technological foundation for personalized manufacturing of healthy grain-based snacks.

Indexed as

Chenopodium quinoaFood HandlingPrinting, Three-DimensionalDiet, Gluten-FreeFlourGlutensHumansRheologyTasteGlutens3D printing processbaked snacksfood formulationoptimizationquinoa

Identifiers

PMID42618749
PMCPMC13490265

What OpenQuestion holds

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Registered trials

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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 OpenQuestion graph.