Evidence map›Paper›PMID 40322287›Full record

ArticleFood technology and biotechnology2025

Optimization of the Encapsulation of Lemuru Fish Protein Hydrolysate by Spray-Drying Using Response Surface Methodology.

Ayu Hanifah, Wawan Kosasih, Diah Ratnaningrum, Dian Andriani, Herlian Eriska Putra, Yellianty Yelliantty, Sri Priatni

Abstract read
In one paragraph

Article in Food technology and biotechnology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

7 authors.

Ayu HanifahResearch Center for Applied Microbiology, National Research and Innovation Agency Republic of Indonesia, Jl. Raya Jakarta-Bogor Km, 46, Cibinong, Bogor, Jawa Barat 16911, Indonesia.ORCID https://orcid.org/0000-0002-3872-8473
Wawan KosasihResearch Center for Applied Microbiology, National Research and Innovation Agency Republic of Indonesia, Jl. Raya Jakarta-Bogor Km, 46, Cibinong, Bogor, Jawa Barat 16911, Indonesia.ORCID https://orcid.org/0000-0002-7927-8974
Diah RatnaningrumDirectorate of Laboratory Management, Research Facilities and Science and Technology areas, KST Samaun Samadikun, Gd Basics Tw 1, Lt 1, Cisitu-Sangkuriang, Bandung 40135, Indonesia.ORCID https://orcid.org/0000-0001-6946-1372
Dian AndrianiResearch Center for Environment and Clean Technology, National Research and Innovation Agency Republic of Indonesia, KST BJ Habiebie Gd. 720 Setu Tangerang Selatan Banten 15314, Indonesia.ORCID https://orcid.org/0000-0002-3970-852X
Herlian Eriska PutraResearch Center for Environment and Clean Technology, National Research and Innovation Agency Republic of Indonesia, KST BJ Habiebie Gd. 720 Setu Tangerang Selatan Banten 15314, Indonesia.ORCID https://orcid.org/0000-0001-9659-0938
Yellianty YellianttyDepartment of Food Technology, Faculty of Engineering, Universitas Pasundan Jalan Setiabudi 193 Bandung, West Java 40135, Indonesia.ORCID https://orcid.org/0000-0001-8824-1834
Sri PriatniResearch Center for Applied Microbiology, National Research and Innovation Agency Republic of Indonesia, Jl. Raya Jakarta-Bogor Km, 46, Cibinong, Bogor, Jawa Barat 16911, Indonesia.ORCID https://orcid.org/0000-0002-7880-9446

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Research background: Encapsulating lemuru fish protein hydrolysate is important to maintain its stability. However, optimal conditions for the encapsulation process of lemuru fish protein hydrolysate using statistical methods remain unexplored. This study aims to address this problem by optimizing the encapsulation conditions. Experimental approach: Maltodextrin and gum Arabic were used as carrier agents, with mass per volume ratio ranging from 10 to 30 %, and spray dryer inlet temperatures between 90 and 100 °C. In this study, we analysed the main interactions of these variables using response surface methodology (RSM). Results and conclusions: Our results show that mass per volume ratio of maltodextrin of 25 % and inlet temperature of 100 °C are the optimal conditions for the encapsulation of fish protein hydrolysate. The optimal conditions resulted in a high desirability index of 0.864, indicating an effective balance between yield, solubility and hygroscopicity. The actual results also fall well within the confidence interval of the predicted values, confirming the robustness of the model and the reliability of the predicted optimal encapsulation conditions. Encapsulated fish protein hydrolysate was compared with its non-encapsulated counterpart and characterised using Fourier transform infrared spectroscopy (FTIR), scanning electron microscopy (SEM), and particle size analyser (PSA) to validate the results. The encapsulated fish protein hydrolysate showed distinct properties, such as the presence of functional groups from maltodextrin, interconnected particle and more homogeneous and narrower particle size distribution. Novelty and scientific contribution: The encapsulation of lemuru fish protein hydrolysate using maltodextrin with mass per volume ratio of 25 % and inlet temperature 100 °C was successful in improving the properties of the protein hydrolysate. Further research should explore the functional properties of fish protein hydrolysate.

Indexed as

encapsulationlemuru fishprotein hydrolysateRSMspraydrying

Identifiers

PMID40322287
PMCPMC12044295

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LicenceCC BY
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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.