Affinity Selection–Mass Spectrometry Coupled with Biophysical Validation Enables Proof-of-Concept Discovery of CHI3L1 Binders

Chitinase-3–like protein 1 (CHI3L1) is a multifunctional extracellular glycoprotein implicated in tumor progression, immune suppression, and fibrosis, making it an attractive but challenging therapeutic target. To explore its chemical tractability, we applied an affinity selection–mass spectrometry (AS-MS) workflow to screen 10,000 small molecules for CHI3L1 binding. The screen yielded 124 initial hits with a hit rate of 1.24%, which were prioritized based on chemical suitability, and six candidates were advanced for validation using microscale thermophoresis (MST). Among these, compound A9 exhibited a clear, dose-dependent binding response in MST with a Kd of 182 ± 18 µM. Molecular docking supported these findings, revealing that A9 forms hydrophobic and hydrogen-bonding interactions within a defined pocket of the CHI3L1 structure. Although modest in affinity, A9 represents the first small molecule binder of CHI3L1 identified through AS-MS. This study provides a proof-of-concept demonstration that CHI3L1 can be chemically engaged using AS-MS, establishing a foundation for future medicinal chemistry optimization and the development of chemical probes targeting this previously undruggable extracellular protein.