Evidence map›Paper›PMID 42519836›Full record

ArticleJournal of food science2026

DSD-Guided Ultrasound-Assisted Protein Recovery From Chlamydomonas reinhardtii: Modeling, Optimization, and Enzyme Inhibitory Activity Assessment.

Qian Li, Ting Peng, Xingyou Mo, Keying Su, Chunmin Yang, Saiyi Zhong, Laihoong Cheng

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
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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

7 authors.

Qian LiSchool of Food & Pharmaceutical Science and Technology, Guangzhou College of Technology and Business, Guangzhou, China.ORCID https://orcid.org/0009-0008-1104-1816
Ting PengSchool of Food & Pharmaceutical Science and Technology, Guangzhou College of Technology and Business, Guangzhou, China.
Xingyou MoSchool of Food & Pharmaceutical Science and Technology, Guangzhou College of Technology and Business, Guangzhou, China.
Keying SuSchool of Food & Pharmaceutical Science and Technology, Guangzhou College of Technology and Business, Guangzhou, China.
Chunmin YangSchool of Food & Pharmaceutical Science and Technology, Guangzhou College of Technology and Business, Guangzhou, China.
Saiyi ZhongCollege of Food Science and Technology, Guangdong Ocean University, Zhanjiang, China.
Laihoong ChengFood Technology Division, School of Industrial Technology, Universiti Sains Malaysia (USM), George Town, Penang, Malaysia.ORCID https://orcid.org/0000-0002-0386-8599

Funding

Guangzhou College of Technology and Business Research Project KYYB202432Industry University Co-Operation Collaborative Education Project 231103880091918Undergraduate Student Innovation and Entrepreneurship Training Program 2025137140010Young Innovative Talents Project of General Colleges and Universities 2025KQNCX113
6 · The paper itself

Abstract

Chlamydomonas reinhardtii is an emerging protein-rich microalga with significant potential as a sustainable source of bioactive peptides. In this study, an ultrasound-assisted alkaline extraction was developed and optimized using a deterministic screening design (DSD) combined with design space analysis to establish a mechanistic and statistical co-optimization strategy for efficient protein recovery. A total of 15 experimental runs were conducted to systematically evaluate six key variables, including solution pH, solid-to-liquid ratio, extraction temperature, extraction time, ultrasonic power, and ultrasonication duration, in order to identify significant factors affecting extraction yield and construct a predictive regression model. Under optimized conditions, the protein extraction yield reached 78.29% ± 0.98%, and the model exhibited excellent fitting and predictive performance (R

Indexed as

Chlamydomonas reinhardtiiEnzyme InhibitorsPlant ProteinsUltrasonicsalpha-Amylasesalpha-GlucosidasesAntioxidantsHydrogen-Ion ConcentrationHydrolysisalpha-Amylasesalpha-GlucosidasesAntioxidantsEnzyme InhibitorsPlant Proteins

Identifiers

PMID42519836
PMCPMC13411726

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.