Evidence map›Paper›PMID 42587988›Full record

ArticleFoods (Basel, Switzerland)2026

Modeling and Optimization of Safflower Seed (

Alexandr Borovskiy, Sayagul Tazhina, Gaukhar Akshorayeva, Bakhyt Shaimenova, Amirsana Kiykbay, Linara Murat, Seitkamal Yermekbayev, Zhuldyz Satayeva, Gulnazym Ospankulova

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

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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

9 authors.

Alexandr BorovskiyDepartment of Food Technology and Processing Products, Technical Faculty, Saken Seifullin Kazakh Agrotechnical University, Zhenis Avenue, 62, Astana 010000, Kazakhstan.
Sayagul TazhinaDepartment of Food Technology and Processing Products, Technical Faculty, Saken Seifullin Kazakh Agrotechnical University, Zhenis Avenue, 62, Astana 010000, Kazakhstan.ORCID 0009-0000-2861-9735
Gaukhar AkshorayevaDepartment of Food Technology and Processing Products, Technical Faculty, Saken Seifullin Kazakh Agrotechnical University, Zhenis Avenue, 62, Astana 010000, Kazakhstan.ORCID 0000-0003-4758-7059
Bakhyt ShaimenovaDepartment of Food Technology and Processing Products, Technical Faculty, Saken Seifullin Kazakh Agrotechnical University, Zhenis Avenue, 62, Astana 010000, Kazakhstan.ORCID 0000-0001-5472-036X
Amirsana KiykbayDepartment of Food Technology and Processing Products, Technical Faculty, Saken Seifullin Kazakh Agrotechnical University, Zhenis Avenue, 62, Astana 010000, Kazakhstan.ORCID 0009-0008-8866-582X
Linara MuratDepartment of Food Technology and Processing Products, Technical Faculty, Saken Seifullin Kazakh Agrotechnical University, Zhenis Avenue, 62, Astana 010000, Kazakhstan.
Seitkamal YermekbayevDepartment of Food Technology and Processing Products, Technical Faculty, Saken Seifullin Kazakh Agrotechnical University, Zhenis Avenue, 62, Astana 010000, Kazakhstan.ORCID 0009-0004-8842-5616
Zhuldyz SatayevaDepartment of Food Technology and Processing Products, Technical Faculty, Saken Seifullin Kazakh Agrotechnical University, Zhenis Avenue, 62, Astana 010000, Kazakhstan.
Gulnazym OspankulovaDepartment of Food Technology and Processing Products, Technical Faculty, Saken Seifullin Kazakh Agrotechnical University, Zhenis Avenue, 62, Astana 010000, Kazakhstan.ORCID 0000-0002-6043-4658

Funding

Ministry of Agriculture of the Republic of Kazakhstan BR22883587 "Improvement and Development of Deep Processing Technologies for Agricultural Raw Materials to Strengthen Food Security of the Republic of Kazakhstan"
6 · The paper itself

Abstract

Safflower seed is a valuable source of vegetable oil. Despite current advances in processing technology, the oil extraction efficiency during cold pressing remains relatively low, which is attributable to the seed morphology and the dense seed hull that acts as a barrier. Traditional oil extraction methods are relatively inefficient; therefore, considerable attention is focused on seed pretreatment prior to oil pressing, as this stage plays a critical role in the overall oil production process. The possibility of increasing oil yield by treating safflower seeds prior to pressing was studied using response surface methodology (RSM). Three factors were investigated: NaOH solution concentration from 1% to 2%, treatment temperature from 40 °C to 60 °C, and treatment time interval from 40 min to 60 min. A Box-Behnken design was applied to evaluate the effect of the three independent variables on oil yield. Following a series of experiments, the RSM tool was applied, which identified the optimal pretreatment parameters: NaOH concentration-1.64%, temperature-53.54 °C, and duration-51.11 min. The predicted oil yield was 20.5%, while the experimentally determined oil yield under optimal conditions reached 21.47%. The application of response surface methodology increased the oil extraction efficiency by 37.52%.

Indexed as

alkaline pretreatmentoil yieldresponse surface methodology (RSM)safflower seed

Identifiers

PMID42587988
PMCPMC13464914

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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.