Evidence mapPaperPMID 41901311Full record

ReviewPharmaceuticals (Basel, Switzerland)2026

Recent Advance in the Sample Pretreatments for Drug Analysis in Zebrafish.

Ting Wang, Chuyu Wang, Mingjing Luo, Xinyu Wang, Yiwen Chen, Zhi Yang, Guang Hu, Weikang Liu

Abstract readReview
In one paragraph

Review in Pharmaceuticals (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

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.

Ting WangSchool of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China.
Chuyu WangSchool of New Materials and Chemical Engineering, Beijing Institute of Petrochemical Technology, Beijing 102627, China.
Mingjing LuoSchool of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China.
Xinyu WangSchool of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China.
Yiwen ChenSchool of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China.
Zhi YangSchool of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China.
Guang HuSchool of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China.ORCID 0000-0003-3895-1744
Weikang LiuDepartment of Hepatobiliary and Pancreatic Surgery, Peking University First Hospital, Beijing 100034, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Zebrafish, as an emerging model organism, are widely used in in vivo pharmacodynamic and pharmacokinetic studies. Unlike direct chemical analyses that require no sample preparation, most biological samples must undergo preprocessing steps-procedures that profoundly affect analytical outcomes. This paper systematically summarizes the main methods and types of zebrafish sample pretreatment currently in use, aiming to provide a reference for future research in zebrafish sample analysis and preparation. A systematic search was conducted across PubMed, Web of Science, and CNKI for studies published between 2014 and 2024 focusing on liquid-liquid extraction (LLE), solid phase extraction (SPE), and related techniques for zebrafish drug analysis. The results indicate that traditional methods, including LLE and protein precipitation, remain prevalent due to their operational simplicity, but are limited by low enrichment efficiency and pronounced matrix effects (MEs). In contrast, advanced SPE techniques, particularly solid phase microextraction (SPME), are increasingly favored for complex biological sample processing, with key trends including technique hyphenation (e.g., SPME-high-performance liquid chromatography (SPME-HPLC), and micro-SPE-mass spectrometry (µSPE-MS)) and the development of novel sorbents. Despite these advances, current challenges persist, such as immature rapid on-site pretreatment protocols, the difficulty of balancing analytical efficiency with operational simplicity, and the lack of standardized procedures across studies. Overall, zebrafish sample pretreatment techniques are evolving toward higher efficiency, selectivity, and automation. Future research efforts should prioritize the development of intelligent, eco-friendly pretreatment methods and the establishment of unified standards to enhance the reproducibility and comparability of zebrafish-based pharmacological studies.

Indexed as

liquid phase extractionsample pretreatmentsolid phase extractionzebrafish

Identifiers

PMID41901311
PMCPMC13028944

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 Socratic graph.