Evidence map›Paper›PMID 39610220›Full record

ArticleJournal of the science of food and agriculture2025

A multivariate study on the effect of 3D printing parameters on the printability of gluten-free composite dough.

Abhishek Pradhan, Debapam Saha, Punyadarshini Punam Tripathy

Abstract readEvaluation Study
In one paragraph

Article in Journal of the science of food and agriculture, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

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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

3 authors.

Abhishek PradhanAgricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, India.ORCID https://orcid.org/0000-0002-9607-4391
Debapam SahaAgricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, India.ORCID https://orcid.org/0009-0000-3435-4681
Punyadarshini Punam TripathyAgricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, India.ORCID https://orcid.org/0000-0002-7726-6451

Funding

Science and Engineering Research Board
6 · The paper itself

Abstract

backgroundThe advancement of three-dimensional (3D) food printing technology is significantly influencing the food processing industry. The present study utilized extrusion 3D printing to create a gluten-free dough composed of little millet flour (LMF), amaranth seed flour (ASF) and curry leaf flour (CLF). The primary objective was to elucidate the effects of various extrusion-based 3D printing conditions, including extruder nozzle diameter (ND), extrusion rate (ER), print speed (PS) and layer height (LH) on the printability parameters of the dough.

resultsIn this study, three formulations of composite dough were prepared (i.e., S1, S2 and S3) by varying LMF, ASF and CLF compositions; among which S1 composite (LMF:ASF:CLF::30:60:10 w/w) was found to have comparable viscoelastic properties with the wheat dough. Central composite design (CCD) was selected with 30 experimental runs and 3D dough samples were printed using S1 composite by varying ND, ER, PS and LH. Principal component analysis of the printed samples accounted for 82.75% of variability and classified the samples into three confidence ellipses. From the results of the CCD model, four solution parameters in terms of ND:ER:PS:LH::mm: pulse μL

conclusionThe present study provides parametric solutions for efficient 3D printing of gluten-free composite dough, aligning with the increasing dietary preferences and demand of novel functional customized foods. © 2024 The Author(s). Journal of the Science of Food and Agriculture published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.

Indexed as

FlourFood HandlingPrinting, Three-DimensionalAmaranthusGlutensMilletsMultivariate AnalysisPlant LeavesSeedsTriticumViscosityGlutens3D food printinggluten‐free doughprincipal component analysisprintability assessmentrheological analysistextural properties

Identifiers

PMID39610220
PMCPMC11824920

What OpenQuestion holds

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LicenceCC BY
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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 OpenQuestion graph.