Back

Virtual Screening-Guided Discovery of Small Molecule CHI3L1 Inhibitors with Functional Activity in Glioblastoma Spheroids

Kaur, B.; Denzinger, K.; Zhang, L.; Garcia-Vazquez, N.; Wolber, G.; Gabr, M.

2025-08-01 pharmacology and toxicology
10.1101/2025.07.31.667816 bioRxiv
Show abstract

Chitinase-3-like protein 1 (CHI3L1), a glycoprotein implicated in inflammation, fibrosis, and cancer, has emerged as a potential therapeutic target for glioblastoma (GBM). CHI3L1 contributes to tumor progression and immune evasion by promoting STAT3 signaling and mesenchymal transition. To identify small molecule CHI3L1 inhibitors, a structure-based 3D pharmacophore model was developed and applied to virtually screen over 4.4 million compounds from the Enamine collection. Following multi-tiered filtering, 35 candidates were selected for experimental evaluation. Binding validation via microscale thermophoresis (MST) confirmed dose-dependent CHI3L1 interactions for two compounds, 8 and 39, with dissociation constants (Kd) of 6.8 {micro}M and 22 {micro}M, respectively. These affinities were further supported by surface plasmon resonance (SPR), which yielded Kd values of 5.69 {micro}M for compound 8 and 17.09 {micro}M for compound 39. In 3D GBM spheroid models, compound 8 significantly reduced spheroid viability and attenuated phospho-STAT3 levels, consistent with CHI3L1 pathway disruption. These findings identify two promising scaffolds and support the utility of pharmacophore-guided virtual screening for discovering functionally active ligands targeting CHI3L1 in GBM. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=139 SRC="FIGDIR/small/667816v1_ufig1.gif" ALT="Figure 1"> View larger version (39K): org.highwire.dtl.DTLVardef@291464org.highwire.dtl.DTLVardef@f9d224org.highwire.dtl.DTLVardef@1535eeaorg.highwire.dtl.DTLVardef@7c596e_HPS_FORMAT_FIGEXP M_FIG Table of Contents artwork C_FIG

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
Journal of Medicinal Chemistry
77 papers in training set
Top 0.1%
22.2%
2
Bioorganic & Medicinal Chemistry Letters
10 papers in training set
Top 0.1%
15.3%
3
ACS Medicinal Chemistry Letters
17 papers in training set
Top 0.1%
9.9%
4
ChemMedChem
16 papers in training set
Top 0.1%
6.8%
50% of probability mass above
5
ACS Omega
105 papers in training set
Top 0.2%
5.5%
6
ACS Chemical Biology
167 papers in training set
Top 0.8%
3.3%
7
European Journal of Medicinal Chemistry
17 papers in training set
Top 0.1%
2.7%
8
Scientific Reports
3612 papers in training set
Top 43%
2.4%
9
Biomedicine & Pharmacotherapy
42 papers in training set
Top 0.4%
2.4%
10
Acta Pharmaceutica Sinica B
11 papers in training set
Top 0.1%
2.4%
11
ACS Pharmacology & Translational Science
40 papers in training set
Top 0.3%
1.9%
12
Journal of Chemical Information and Modeling
238 papers in training set
Top 2%
1.7%
13
International Journal of Biological Macromolecules
76 papers in training set
Top 1%
1.5%
14
Angewandte Chemie International Edition
93 papers in training set
Top 1%
1.1%
15
ACS Central Science
71 papers in training set
Top 1.0%
1.1%
16
Advanced Science
286 papers in training set
Top 8%
1.0%
17
Journal of Natural Products
15 papers in training set
Top 0.2%
0.9%
18
ACS Chemical Neuroscience
67 papers in training set
Top 1%
0.9%
19
Nature Communications
5641 papers in training set
Top 56%
0.9%
20
PLOS ONE
5266 papers in training set
Top 64%
0.6%
21
ACS Infectious Diseases
82 papers in training set
Top 2%
0.6%