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.

Analytical Chemistry
|March 3, 2026
PubMed

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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