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Updated: Jun 1, 2026

Probing High-density Functional Protein Microarrays to Detect Protein-protein Interactions
Published on: August 2, 2015
Covalent Organic Framework with Acid Precipitation Enhances Microprotein Enrichment and Discovery of
Fengming Li1, Jingchen Sui1, Xiaoqian Wang1
1Department of Chemistry, College of Science, Southern University of Science and Technology, Shenzhen 518055, China.
Abstract:
Microproteins, encoded by small open reading frames (sORFs), are polypeptides with fewer than 100 amino acids with unique structural and functional characteristics. Protein mass spectrometry is currently the de facto approach to verify the existence of microproteins, but the short length and the low abundance of microproteins pose significant challenges to their detection. Covalent organic frameworks (COFs) with adjustable pore sizes and hydrophobicities have shown excellent performance in the enrichment of short bioactive peptides. Here, we created COF-coated magnetic nanoparticles with an average pore size of 2.72 nm and verified their utility for the enrichment of microproteins from cell lysate. The material identified about 5× more microproteins than uncoated particles, where an average of 109 microproteins per MS run were unveiled with 45 min MS analysis time, and a total of 142 unique microproteins were identified across three replicates with a stringent FDR of 0.01%. The material unveils the greatest number of microproteins and the best reproducibility compared to other methods. We observed that COFs and acid precipitation unveil a unique set of microproteins, which were combined to identify 195 unique microproteins using a total MS instrument time of 4.5 h. Application of COFs with quantitative proteomics identified seven microproteins differentially upregulated during ferroptosis, including three novel microproteins that are robustly confirmed by high-quality MS/MS spectra. These results indicate that the COF offers a robust tool for the identification of microproteins.
Insights
We developed novel covalent organic framework (COF)-coated magnetic nanoparticles to efficiently enrich microproteins, which are small proteins often missed by standard methods. This advancement significantly improves microprotein detection and identification in biological samples.
Area of Science:
- Biochemistry
- Proteomics
- Materials Science
Background:
- Microproteins, encoded by small open reading frames (sORFs), are short polypeptides (<100 amino acids) with unique properties.
- Detecting microproteins via mass spectrometry is challenging due to their short length and low abundance.
- Covalent organic frameworks (COFs) show promise for enriching short bioactive peptides.
Purpose of the Study:
- To develop and validate COF-coated magnetic nanoparticles for enhanced microprotein enrichment from cell lysates.
- To improve the detection and identification efficiency of microproteins using mass spectrometry.
- To investigate the role of microproteins in biological processes like ferroptosis.
Main Methods:
- Synthesis of COF-coated magnetic nanoparticles with a specific pore size (2.72 nm).
- Utilizing these nanoparticles for microprotein enrichment from cell lysate.
- Employing mass spectrometry (MS) for microprotein identification and quantification.
- Combining COF enrichment with acid precipitation for comprehensive microprotein recovery.
- Applying quantitative proteomics to identify differentially expressed microproteins during ferroptosis.
Main Results:
- COF-coated nanoparticles identified approximately 5 times more microproteins than uncoated particles.
- An average of 109 microproteins were identified per MS run (45 min analysis time), with 142 unique microproteins identified across three replicates (FDR < 0.01%).
- Combining COFs with acid precipitation identified 195 unique microproteins.
- Seven microproteins were found to be differentially upregulated during ferroptosis, including three novel microproteins confirmed by MS/MS spectra.
Conclusions:
- COF-coated magnetic nanoparticles provide a robust and efficient tool for microprotein identification.
- This method significantly enhances the number and reproducibility of microprotein discoveries.
- The approach facilitates the identification of novel microproteins and their potential roles in biological pathways such as ferroptosis.
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