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. 2025 Nov 6;15(1):38832.
doi: 10.1038/s41598-025-24251-w.

Synthesis, in vitro, and in silico studies of 4-chlorophenyl-sulfonyl Indole based thiosemicarbazones as competitive α-glucosidase inhibitors

Affiliations

Synthesis, in vitro, and in silico studies of 4-chlorophenyl-sulfonyl Indole based thiosemicarbazones as competitive α-glucosidase inhibitors

Iqra Naseer et al. Sci Rep. .

Abstract

The urgent need for effective and novel solutions to address the rising global epidemic of diabetes mellitus (DM) has become a priority for researchers. This chronic ailment, with its alarming prevalence and life-threatening complications (neuropathy, retinopathy and nephropathy), necessitates novel therapeutic strategies. Herein we have synthesized a novel series of N-substituted indole-based thiosemicarbazone derivatives 5(a-y) and explored their potential as α-glucosidase inhibitors. All the compounds displayed excellent inhibitory potential with IC50 values in the range 5.38-59.20 µM, vastly outperforming the reference inhibitor acarbose (IC50 = 871.40 ± 1.24 µM). Molecular docking and molecular dynamics simulation were also conducted, which revealed strong binding interactions with the active site of the enzyme. Compound 5u emerged as the most effective α-glucosidase inhibitor, making it a strong lead for the development of novel antidiabetic therapeutics. To strengthen the SAR rationale and to gain mechanistic insights into the enhanced α-glucosidase inhibition, quantum chemical descriptors of the eight most active thiosemicarbazones (5a, 5 h, 5 m, 5n, 5s, 5t, 5u, 5w) were computed using DFT, highlighting their reactivity and stability from a theoretical perspective.

Keywords: 4-chlorophenyl-sulfonyl indole; Glucosidase; In silico; Kinetics; Molecular docking.

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Conflict of interest statement

Declarations. Competing interests: The authors declare no competing interests.

Figures

Fig. 1
Fig. 1
Reported structures of α-glucosidase inhibitors based on indole and thiosemicarbazone, along with their respective IC50 values.
Fig. 2
Fig. 2
Synthesis of thiosemicarbazone derivatives 5(a-y).
Fig. 3
Fig. 3
Potency landscape of synthesized compounds compared to the standard inhibitor acarbose. IC50 values (µM, log scale) are shown for each compound, with fold-improvement in potency relative to acarbose indicated above each bar.
Fig. 4
Fig. 4
SAR illustration of newly synthesized compounds 5(a-y).
Fig. 5
Fig. 5
The inhibition of α-glucosidase by compound 5u (A) Line weaver-Burk plot of reciprocal of rate of reaction (velocities) vs. reciprocal of substrate concentration in the absence of (■), and in the presence of 10.00 µM (○), 5.00 µM (●), and 2.50 µM (□) of compound 5u. (B) Secondary replot of the Line weaver-Burk plot between the slopes of each line on the Line weaver-Burk plot vs. different concentrations of compound 5u. (C) Dixon plot of the reciprocal of the rate of reaction (velocities) vs. different concentrations of compound 5u.
Fig. 6
Fig. 6
Overlap of docked conformations of compounds 5(a-y) with acarbose (black). The zoomed in region shows overlap of most active inhibitor 5u with acarbose.
Fig. 7
Fig. 7
Docked conformation of 5u with α-glucosidase showing binding site interactions.
Fig. 8
Fig. 8
Docked conformation of 5p with α-glucosidase showing binding site interactions.
Fig. 9
Fig. 9
Comparison of 2D docked conformation of inhibitors 5b and 5k.
Fig. 10
Fig. 10
RMSD and protein RMSF graphs of 5u-α-Glucosidase complex for 150 ns simulation.
Fig. 11
Fig. 11
Superimposed structure poses of 5u during simulation at different time intervals, Yellow at 0 ns, Green at 30 ns, Magenta at 100ns, and Orange-red at 150 ns, respectively.
Fig. 12
Fig. 12
Ligand RMSF and protein-ligand contacts, of inhibitor 5u with α-glucosidase during the simulation.
Fig. 13
Fig. 13
Ligand-protein contacts and ligand-torsion profile of inhibitor 5u with α-glucosidase during the simulation.
Fig. 14
Fig. 14
[A] PCA summary of alpha carbon atoms of 5u-alphaglucosidase complex; [B] PCA summary of binding site residues within 5 Å of 5u, excluding 5u’s atoms in 5u-alphaglucosidase complex. [C] PCA summary of binding site residues within 5 angstroms of 5u, including 5u’s atoms in 5u-alphaglucosidase complex.
Fig. 15
Fig. 15
Three-dimensional graph of free energy landscape analysis of 5u α-glucosidase simulation.
Fig. 16
Fig. 16
Optimized structures of the investigated compounds at DFT/B3LYP/6-311G(d, p)/GD3 calculations in the gas phase.
Fig. 17
Fig. 17
HOMO-LUMO diagram of investigated compounds.
Fig. 18
Fig. 18
Molecular electrostatic potential (MEP) maps for the investigated compounds at B3LYP/6–311 g(d, p)/GD3 level of theory in the gas phase.

References

    1. Saeedi, P. et al. Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: results from the international diabetes federation diabetes atlas. Diabetes Res. Clin. Pract.157, 107843 (2019). - DOI - PubMed
    1. Szczechla, M., Balewska, A., Naskręt, D., Zozulińska-Ziółkiewicz, D. & Uruska, A. Molecular changes in cells of patients with type 2 diabetes mellitus depending on changes in glycemia level in the context of Lifestyle—An overview of the latest scientific discoveries. Curr. Issues. Mol. Biol.45 (3), 1961–1981 (2023). - DOI - PMC - PubMed
    1. Committee, A. D. A. P. P. & Committee:, A. D. A. P. P. 2. Classification and diagnosis of diabetes: standards of medical care in Diabetes—2022. Diabetes Care. 45 (Supplement_1), S17–S38 (2022). - DOI - PubMed
    1. Tancredi, M. et al. Excess mortality among persons with type 2 diabetes. N. Engl. J. Med.373 (18), 1720–1732 (2015). - DOI - PubMed
    1. Lawrence, J. M. et al. Trends in prevalence of type 1 and type 2 diabetes in children and adolescents in the US, 2001–2017. Jama326 (8), 717–727 (2021). - DOI - PMC - PubMed

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