Sensitive detection of low levels of serum glycans is essential for diagnosing various urological cancers with ambiguous clinical symptoms, but this remains challenging due to the lack of affordable, user-friendly methods with adequate accuracy. Here, microemulsion-guided assembly of hierarchical porous cerium-based metal-organic frameworks and iron ion absorption are exploited to develop a novel graphitized carbon matrix (HPC-Ce/Fe) with high specific surface area and hierarchical porosity through controllable high-temperature treatment, which effectively promotes the diffusion and adsorption of N-glycans, resulting in an outstanding improvement in the detection limit for N-glycans. Leveraging the high enrichment sensitivity of HPC-Ce/Fe, high-throughput mass spectrometry is used to rapidly acquire high-quality glycan profiles from over a hundred serum samples of urological cancers, including prostate, bladder, and renal cancer. Machine learning is employed to screen and evaluate differential-specific glycans, thereby developing a comprehensive diagnostic system for urological cancers, capable of distinguishing cancer patients from healthy donors (area under the curve values (AUCs) of 0.987-1.000) as well as differentiating among cancer types (AUCs of 0.960-0.993).

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http://dx.doi.org/10.1002/smtd.202402033DOI Listing

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