Open Access Article
Parsa Baghershahia,
Navid Dastyaftehb,
Mohammad Halimic,
Maryam Mohammadi-Khanaposhtani
d,
Seyedeh Niloufar Ghafourie,
Milad Nooria,
Fahimeh Ghasemif,
Somayeh Mojtabavi
g,
Mohammad Ali Faramarzi
g,
Mohammadreza Torabif,
Majid Alikhanih,
Bagher Larijanii,
Shahrzad Javanshir
*a and
Mohammad Mahdavi*i
aPharmaceutical and Heterocyclic Compounds Research Laboratory, Department of Chemistry, Iran University of Science and Technology, Tehran 16846-13114, Iran. E-mail: shjavan@iust.ac.ir
bCenter for Research of Endemic Parasites of Iran, Tehran University of Medical Sciences, Tehran, Iran
cDepartment of Biology, Babol Branch, Islamic Azad University, Babol, Iran
dCellular and Molecular Biology Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran
eSchool of Chemistry, College of Science, University of Tehran, Tehran, Iran
fDepartment of Medical Biotechnology, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
gDepartment of Pharmaceutical Biotechnology, Faculty of Pharmacy and Biotechnology Research Center, Tehran University of Medical Sciences, Tehran, Iran
hDepartment of Internal Medicine, School of Medicine, Rheumatology Research Center Shariati Hospital, Tehran University of Medical Sciences, Iran
iEndocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran. E-mail: momahdavi@tums.ac.ir
First published on 29th January 2026
To discover novel inhibitors for α-glucosidase, a new scaffold featuring a quinazolinone–thiophene skeleton was designed through molecular hybridization. Eighteen derivatives, 14a–f, 15a–f, and 19a–f, were synthesized from this scaffold. These compounds were tested against yeast α-glucosidase. The in vitro enzymatic assays showed that all but one of the new compounds were active against α-glucosidase. The most potent compound was 19d, which inhibited the activity 11.7 times more effectively than acarbose, a standard inhibitor. In vitro kinetic studies demonstrated that this compound is a competitive inhibitor. Furthermore, in silico docking studies showed that compound 19d interacts with key residues in the active sites of both homology-modeled yeast and human α-glucosidase with favorable binding energies. Additionally, molecular dynamics simulations indicated that 19d formed a stable complex with this enzyme. Density functional theory (DFT) calculations provided further insight into the potency of the lead compounds. Based on the in vitro results, the most potent compounds were further examined in silico for druglikeness, pharmacokinetics, and toxicity. These evaluations revealed that, in terms of druglikeness and pharmacokinetics, the new compounds were similar to acarbose, while they showed better toxicity profiles. Furthermore, the most potent compounds exhibited low cytotoxicity against normal NIH-3T3 cells.
α-Glucosidase is a carbohydrate hydrolase that is found in the small intestine (brush border). This enzyme, in the process of carbohydrate digestion, hydrolyzes 1,4-glycosidic linkages of oligosaccharides and disaccharides to monosaccharides.6 These process leads to postprandial hyperglycemia (PPH) and therefore, α-glucosidase inhibitors are useful in the control of PPH.7 Although α-glucosidase inhibitors retards glucose absorption, undesirable gastrointestinal side effects such as diarrhea, bloating, and flatulence impede their application.8,9 According to the mentioned facts, the development of strong α-glucosidase inhibitors with low side effects is an attractive goal for medicinal chemists.10–12
One approach in medicinal chemistry for developing new drugs is molecular hybridization theory.13 In this method, active pharmacophores are chosen from effective bioactive compounds and connected through conventional chemical reactions. Recently, the application of this theory in designing α-glucosidase inhibitors has gained significant popularity.14–16
Quinazolinone is a bicyclic heterocycle containing two nitrogen atoms and an oxygen atom. This heterocycle is found in several derivatives with high inhibitory activity against α-glucosidase.17–19 Compounds A are simple derivatives of quinazolinone that showed significant anti-α-glucosidase activity (Fig. 1).20 On the other hand, quinazolinone derivatives B and C, with more complex structures compared to the compounds A, also showed high inhibitory activity against α-glucosidase (Fig. 1).21,22 As can be seen, a thio group in the 2-position of the quinazolinone ring was observed.22 On the other hand, thiophene derivatives D–F demonstrated significant anti-α-glucosidase activity (Fig. 1).23–25 In this study, derivatives C, E, and F were selected as templates for further development and discussion of structure–activity relationships.
In our continued interest in the development of active inhibitors against α-glucosidase by molecular hybridization, we linked quinazolinone and thiophene heterocycle together by thioacetamide as a linker and designed a new series of quinazolinone–thiophene hybrids. It should be noted that the thioacetamide moiety is found in several series of potent α-glucosidase inhibitors.26 These derivatives were evaluated against α-glucosidase by in vitro enzymatic inhibition assay, in vitro kinetic study, in silico molecular docking, and in silico molecular dynamics. We also predicted druglikeness, pharmacokinetics, and toxicity of the target new compounds using an online server.
O) cm−1; 1H NMR (400 MHz, DMSO-d6) δ 12.06 (s, 1H), 8.06 (d, J = 7.0 Hz, 1H), 7.76 (t, J = 7.6 Hz, 1H), 7.45–7.41 (m, 2H), 4.38 (s, 2H), 4.12 (q, J = 7.0 Hz, 2H), 2.59–2.53 (m, 2H), 1.80–1.70 (m, 4H), 1.31 (t, J = 7.0 Hz, 3H); 13C NMR (101 MHz, DMSO) δ 166.55, 160.65, 156.13, 147.10, 147.02, 135.18, 131.32, 127.88, 126.88, 126.51, 126.11, 119.26, 114.75, 93.20, 35.75, 23.99, 23.78, 23.02, 22.15, 13.49; anal. calcd: C21H20N4O2S2; C, 59.41; H, 4.75; N, 13.20; found; C, 59.59; H, 4.90; N, 13.38.
O) cm−1; 1H NMR (400 MHz, DMSO-d6) δ 12.05 (s, 1H), 8.06 (dd, J = 8.2, 1.6 Hz, 1H), 7.79–7.73 (m, 1H), 7.47–7.39 (m, 2H), 4.38 (s, 2H), 4.07–3.99 (m, 2H), 2.55 (d, J = 4.5 Hz, 2H), 1.75 (d, J = 6.9 Hz, 6H), 0.96 (t, J = 7.4 Hz, 3H); 13C NMR (101 MHz, DMSO) δ 166.52, 160.85, 156.33, 147.06, 146.98, 135.19, 131.32, 127.88, 126.94, 126.52, 126.11, 119.21, 114.74, 93.21, 46.18, 35.80, 23.98, 23.77, 23.02, 22.14, 21.46, 11.59; anal. calcd: C22H22N4O2S2; C, 60.25; H, 5.06; N, 12.78; found; C, 60.33; H, 5.21; N, 12.95.
O) cm−1.1H NMR (400 MHz, DMSO-d6) δ 12.05 (s, 1H), 8.06 (dd, J = 7.8, 1.6 Hz, 1H), 7.79–7.74 (m, 1H), 7.49–7.39 (m, 2H), 4.38 (s, 2H), 4.07 (t, J = 7.8 Hz, 2H), 2.60–2.54 (m, 2H), 1.78–1.72 (m, 4H), 1.73–1.65 (m, 2H), 1.47–1.33 (m, 2H), 0.96 (t, J = 7.3 Hz, 3H);13C NMR (101 MHz, DMSO-d6) δ 166.24, 160.58, 156.19, 147.02, 146.94, 134.85, 131.07, 127.63, 126.82, 126.40, 126.00, 119.08, 114.62, 92.78, 45.73, 35.51, 23.88, 23.62, 22.93, 22.06, 21.33, 17.41, 11.50; anal. calcd: C23H24N4O2S2; C, 61.04; H, 5.35; N, 12.38; found; C, 61.21; H, 5.49; N, 12.52.
O) cm−1; 1H NMR (400 MHz, DMSO-d6) δ 11.98 (s, 1H), 8.08 (dd, J = 8.0, 1.5 Hz, 1H), 7.87–7.78 (m, 1H), 7.61 (d, J = 2.0 Hz, 1H), 7.60 (d, J = 1.8 Hz, 2H), 7.54–7.44 (m, 3H), 4.23 (s, 2H), 2.58–2.54 (m, 2H), 1.74 (t, J = 3.7 Hz, 4H);13C NMR (101 MHz, DMSO) δ 166.52, 161.06, 157.15, 147.52, 146.94, 136.21, 135.44, 131.30, 130.54, 130.06, 129.90, 127.86, 127.09, 126.59, 126.33, 120.01, 114.74, 93.17, 36.20, 23.98, 23.78, 23.04, 22.15; anal. calcd: C25H20N4O2S2; C, 63.54; H, 4.27; N, 11.86; found; C, 63.68; H, 4.48; N, 12.02.
O) cm−1; 1H NMR (400 MHz, DMSO) δ 12.04 (s, 1H), 8.11 (d, J = 7.1 Hz, 1H), 7.83–7.78 (m, 1H), 7.50–7.45 (m, 2H), 7.38–7.30 (m, 5H), 5.35 (s, 2H), 4.34 (s, 2H), 2.58–2.53 (m, 2H), 1.89–1.52 (m, 4H); 13C NMR (101 MHz, DMSO) δ 166.43, 161.27, 156.79, 147.13, 146.98, 136.01, 135.49, 131.33, 129.12, 128.01, 127.90, 127.36, 127.14, 126.73, 126.23, 119.16, 114.75, 93.22, 47.55, 36.01, 23.98, 23.78, 23.02, 22.15; anal. calcd: C26H22N4O2S2; C, 64.18; H, 4.56; N, 11.51; found; C, 64.34; H, 4.73; N, 11.74.
O) cm−1; 1H NMR (400 MHz, DMSO) δ 12.06 (s, 1H), 8.07 (d, J = 6.6 Hz, 1H), 7.80–7.74 (m, 1H), 7.47–7.42 (m, 2H), 7.37–7.26 (m, 5H), 4.40 (s, 2H), 4.25 (t, J = 8.0 Hz, 2H), 3.02 (t, J = 8.0 Hz, 2H), 2.57–2.53 (m, 2H), 1.76–1.72 (m, 4H); 13C NMR (101 MHz, DMSO) δ 166.48, 160.75, 156.15, 147.05, 146.99, 138.15, 135.27, 131.32, 129.15, 129.12, 127.90, 127.22, 126.93, 126.60, 126.16, 119.23, 114.74, 93.22, 46.12, 35.84, 33.89, 23.99, 23.78, 23.03, 22.15; anal. calcd: C27H24N4O2S2 C, 64.78; H, 4.83; N, 11.19; found; C, 64.97; H, 5.06; N, 11.32.
O) cm−1;1H NMR (400 MHz, DMSO) δ 11.96 (s, 1H), 8.06 (dd, J = 8.2, 1.2 Hz, 2H), 7.80–7.72 (m, 1H), 7.48–7.39 (m, 2H), 4.38 (s, 2H), 4.12 (q, J = 7.0 Hz, 2H), 2.71–2.60 (m, 4H), 1.83–1.75 (m, 2H), 1.65–1.52 (m, 4H), 1.31 (t, J = 7.0 Hz, 3H); 13C NMR (101 MHz, DMSO) δ 166.56, 160.65, 156.11, 147.10, 144.99, 136.07, 135.15, 131.53, 126.88, 126.51, 126.14, 119.27, 115.23, 95.75, 35.65, 31.82, 28.81, 28.71, 28.05, 27.36, 13.49; anal. calcd: C22H22N4O2S2; C, 60.25; H, 5.06; N, 12.78; found; C, 60.45; H, 5.27; N, 12.95.
O) cm−1; 1H NMR (400 MHz, DMSO) δ 11.95 (s, 1H), 8.06 (d, J = 7.0 Hz, 1H), 7.80–7.70 (m, 1H), 7.47–7.39 (m, 2H), 4.38 (s, 2H), 4.03 (t, J = 6.0 Hz, 2H), 2.75–2.58 (m, 4H), 1.82–1.76 (m, 2H), 1.76–1.69 (m, 2H), 1.63–1.51 (m, 4H), 0.96 (t, J = 7.4 Hz, 3H); 13C NMR (101 MHz, DMSO) δ 166.53, 160.85, 156.31, 147.06, 144.98, 136.06, 135.15, 131.51, 126.93, 126.51, 126.14, 119.22, 115.22, 95.75, 46.16, 35.71, 31.82, 28.80, 28.71, 28.05, 27.36, 21.46, 11.59; anal. calcd: C23H24N4O2S2; C, 61.04; H, 5.35; N, 12.38; found; C, 61.26; H, 5.59; N, 12.52.
O) cm−1; 1H NMR (400 MHz, DMSO) δ 11.96 (s, 1H), 8.06 (dd, J = 8.2, 1.5 Hz, 1H), 7.81–7.72 (m, 1H), 7.49–7.39 (m, 2H), 4.37 (s, 2H), 4.06 (t, J = 8.0 Hz, 2H), 2.74–2.60 (m, 4H), 1.84–1.76 (m, 2H), 1.74–1.67 (m, 2H), 1.63–1.53 (m, 4H), 1.40 (h, J = 7.4 Hz, 2H), 0.95 (t, J = 7.3 Hz, 3H); 13C NMR (101 MHz, DMSO) δ 166.55, 160.83, 156.30, 147.06, 145.00, 136.07, 135.16, 131.52, 126.92, 126.53, 126.14, 119.21, 115.23, 95.75, 44.48, 35.71, 31.82, 30.07, 28.81, 28.71, 28.06, 27.36, 20.11, 14.04; anal. calcd: C24H26N4O0S2; C, 61.78; H, 5.62; N, 12.01; found; C, 61.96; H, 5.80; N, 12.23.
O) cm−1; 1H NMR (400 MHz, DMSO) δ 11.89 (s, 1H), 8.08 (d, J = 7.7 Hz, 1H), 7.86–7.77 (m, 1H), 7.63–7.57 (m, 2H), 7.58–7.43 (m, 5H), 4.23 (s, 2H), 2.70–2.62 (m, 4H), 1.82–1.76 (m, 2H), 1.60–1.54 (m, 4H); 13C NMR (101 MHz, DMSO) δ 166.52, 161.07, 157.12, 147.53, 144.93, 136.21, 136.04, 135.41, 131.50, 130.54, 130.06, 129.90, 127.09, 126.59, 126.36, 120.01, 115.23, 95.71, 36.11, 31.83, 28.80, 28.71, 28.07, 27.36; anal. calcd: C26H22N4O2S2 C, 64.18; H, 4.56; N, 11.51; found; C, 64.35; H, 4.72; N, 11.69.
O) cm−1; 1H NMR (400 MHz, DMSO) δ 11.94 (s, 1H), 8.11 (d, J = 8.3 Hz, 1H), 7.85–7.76 (m, 1H), 7.52–7.45 (m, 2H), 7.40–7.27 (m, 5H), 5.35 (s, 2H), 4.34 (s, 2H), 2.72–2.61 (m, 4H), 1.83–1.77 (m, 2H), 1.64–1.53 (m, 4H); 13C NMR (101 MHz, DMSO) δ 166.44, 161.26, 156.78, 147.13, 144.95, 144.95, 136.08, 136.01, 135.46, 131.55, 129.12, 128.01, 127.35, 127.14, 126.74, 126.25, 119.17, 115.22, 95.76, 47.54, 35.92, 33.16, 31.82, 28.81, 28.05, 27.36; anal. calcd: C27H24N4O2S2; C, 64.78; H, 4.83; N, 11.19; found; C, 64.96; H, 4.98; N, 11.41.
O) cm−1; 1H NMR (400 MHz, DMSO) δ 11.97 (s, 1H), 8.07 (d, J = 7.1 Hz, 1H), 7.80–7.74 (m, 1H), 7.48–7.42 (m, 2H), 7.39–7.25 (m, 5H), 4.40 (s, 2H), 4.25 (t, J = 8.0 Hz, 2H), 3.02 (t, J = 8.0 Hz, 2H), 2.72–2.62 (m, 4H), 1.85–1.74 (m, 2H), 1.66–1.50 (m, 4H); 13C NMR (101 MHz, DMSO) δ 166.49, 160.75, 156.14, 147.05, 144.99, 138.15, 136.07, 135.24, 131.53, 129.15, 129.12, 127.22, 126.93, 126.60, 126.19, 119.25, 115.23, 95.77, 46.11, 35.76, 33.89, 31.82, 28.81, 28.71, 28.06, 27.36; HRMS: (M = 514.2886); anal. calcd: C28H29N4O2S2; C, 65.35; H, 5.09; N, 10.89; found; C, 65.51; H, 5.23; N, 10.97.
O) cm−1; 1H NMR (400 MHz, DMSO) δ 11.71 (s, 1H), 8.06 (dd, J = 8.1, 1.2 Hz, 3H) 7.79–7.71 (m, 1H), 7.48–7.40 (m, 2H), 4.31 (s, 2H), 4.21 (q, J = 7.1 Hz, 2H), 4.15 (q, J = 7.1 Hz, 2H), 2.69–2.63 (m, 2H), 2.61–2.54 (m, 2H), 1.74–1.61 (m, 4H), 1.35 (t, J = 7.1 Hz, 3H), 1.25 (t, J = 7.1 Hz, 3H); 13C NMR (101 MHz, DMSO) δ 165.72, 165.53, 160.79, 155.46, 146.95, 146.41, 135.02, 130.64, 126.83, 126.75, 126.67, 126.28, 118.90, 111.28, 60.32, 45.14, 35.66, 26.09, 24.05, 22.77, 22.64, 14.34, 11.41; anal. calcd: C23H25N3O4S2; C, 58.58; H, 5.34; N, 8.91; found; C, 58.72; H, 5.56; N, 9.07.
O) cm−1;1H NMR (400 MHz, DMSO) δ 11.70 (s, 1H), 8.06 (dd, J = 8.2, 1.5 Hz, 1H), 7.79–7.71 (m, 1H), 7.49–7.40 (m, 2H), 4.31 (s, 2H), 4.21 (q, J = 7.1 Hz, 2H), 4.06 (t, J = 8.0 Hz, 2H), 2.70–2.63 (m, 2H), 2.61–2.53 (m, 2H), 1.80 (h, J = 7.5 Hz, 2H), 1.73–1.63 (m, 4H), 1.25 (t, J = 7.1 Hz, 3H), 0.97 (t, J = 7.4 Hz, 3H); 13C NMR (101 MHz, DMSO) δ 165.76, 165.65, 155.64, 146.99, 146.46, 135.17, 130.87, 126.88, 126.79, 126.71, 126.32, 119.96, 119.27, 111.93, 60.85, 46.19, 35.75, 26.24, 24.16, 22.88, 22.69, 21.40, 14.51, 11.61; anal. calcd: C24H27N3O4S2; C, 59.36; H, 5.60; N, 8.65; found C, 59.55; H, 5.73; N, 8.80.
O) cm−1; 1H NMR (400 MHz, DMSO) δ 11.71 (s, 1H), 8.06 (dd, J = 8.3, 1.6 Hz, 1H), 7.79–7.72 (m, 1H), 7.49–7.40 (m, 2H), 4.30 (s, 2H), 4.22 (q, J = 7.1 Hz, 2H), 4.10 (t, J = 7.8 Hz, 2H), 2.71–2.62 (m, 2H), 2.59–2.54 (m, 2H), 1.78–1.71 (m, 2H), 1.71–1.66 (m, 4H), 1.41 (h, J = 7.3 Hz, 2H), 1.25 (t, J = 7.1 Hz, 3H), 0.97 (t, J = 7.3 Hz, 3H); 13C NMR (101 MHz, DMSO-d6) δ 165.75, 165.67, 155.61, 147.36, 147.01, 135.17, 130.87, 126.87, 126.79, 126.73, 126.32, 120.76, 120.02, 111.92, 60.83, 44.54, 35.74, 30.02, 26.24, 26.14, 22.88, 22.69, 20.14, 14.53, 14.06.; anal. calcd: C25H29N3O4S2; C, 60.10; H, 5.85; N, 8.41; found; C, 60.57; H, 5.96; N, 8.58.
O) cm−1; 1H NMR (400 MHz, DMSO) δ 11.70 (s, 1H), 8.07 (dd, J = 7.9, 1.5 Hz, 1H), 7.85–7.78 (m, 1H), 7.65–7.60 (m, 2H), 7.59–7.53 (m, 4H), 7.48 (t, J = 7.1 Hz, 1H), 7.59–7.45 (m, 5H), 4.28 (q, J = 7.1 Hz, 2H), 4.14 (s, 2H), 2.73–2.63 (m, 2H), 2.63–2.54 (m, 2H), 1.73–1.66 (m, 4H), 1.27 (t, J = 7.1 Hz, 3H); 13C NMR (101 MHz, DMSO) δ 165.74, 165.68, 161.09, 161.09, 156.37, 147.44, 146.47, 136.07, 130.88, 130.09, 130.02, 127.02, 126.79, 126.55, 120.08, 120.06, 112.01, 89.82, 60.93, 35.98, 26.24, 24.17, 22.89, 22.70, 14.53; HRMS: (M = 520.2258); anal. calcd: C29H29BrFN3O5S2; C, 62.41; H, 4.85; N, 8.09; found; C, 62.58; H, 5.02; N, 8.29.
O) cm−1; 1H NMR (400 MHz, DMSO) δ 11.61 (s, 1H), 8.10 (dd, J = 8.0, 1.5 Hz, 1H), 7.84–7.73 (m, 1H), 7.55–7.44 (m, 2H), 7.40–7.23 (m, 5H), 5.38 (s, 2H), 4.28 (s, 2H), 4.22 (q, J = 7.1 Hz, 2H), 2.72–2.62 (m, 2H), 2.63–2.52 (m, 2H), 1.75–1.61 (m, 4H), 1.25 (t, J = 7.1 Hz, 3H); 13C NMR (101 MHz, DMSO) δ 165.72, 165.55, 161.27, 156.26, 147.09, 146.38, 135.90, 135.41, 130.90, 129.11, 127.99, 127.29, 127.05, 126.88, 126.82, 126.43, 119.23, 111.99, 60.85, 47.62, 36.05, 26.25, 24.15, 22.88, 22.70, 14.54; anal. calcd: C28H27N3O4S2; C, 63.02; H, 5.10; N, 7.87; found: C, 63.21; H, 5.28; N, 8.02.
O) cm−1; 1H NMR (400 MHz, DMSO) δ 11.78 (s, 1H), 8.07 (d, J = 6.9 Hz, 1H), 7.81–7.72 (m, 1H), 7.50–7.42 (m, 2H), 7.40–7.19 (m, 5H), 4.33 (s, 2H), 4.33–4.24 (m, 2H), 4.18 (q, J = 7.1 Hz, 2H), 3.17–3.01 (m, 2H), 2.61–2.55 (m, 2H), 2.58 (s, 2H), 1.69 (d, J = 5.0 Hz, 4H), 1.21 (t, J = 7.1 Hz, 3H); 13C NMR (101 MHz, DMSO) δ 165.74, 165.68, 160.76, 155.39, 154.55, 146.98, 146.52, 142.69, 138.23, 135.25, 130.87, 129.14, 129.12, 127.22, 126.80, 126.40, 119.30, 111.96, 60.85, 46.14, 35.75, 35.11, 33.80, 26.24, 24.16, 22.69, 14.49; anal. calcd: C29H29N3O4S2; C, 63.60; H, 5.34; N, 7.67; found; C, 63.75; H, 5.49; N, 7.88.
To evaluate the binding potential within a human-specific context, a molecular docking study of the most potent compound was conducted against human α-glucosidase.30 The crystal structure of the enzyme in complex with acarbose (PDB ID: 2QMJ) was retrieved from the RCSB Protein Data Bank (https://www.rcsb.org). The active site coordinates were defined based on the crystallographic position of the co-crystallized acarbose ligand using BIOVIA Discovery Studio Visualizer 2019. Docking was performed with a grid box centered at coordinates (x = −20.174, y = −6.206, z = −5.281 Å) and dimensions of 50 × 50 × 50 Å, encompassing the catalytic site. A flexible ligand docking protocol with 100 independent runs was employed. The most favorable binding pose for each ligand, as determined by the docking algorithm's scoring function, was selected for detailed interaction analysis. All molecular visualizations and interaction analyses were performed using BIOVIA Discovery Studio Visualizer 2019.
000 steps, with convergence defined as a maximum force below 10.0 kJ mol−1. Equilibration was carried out in two phases: first, under constant volume (NVT ensemble) using the velocity-rescale (v-rescale) thermostat at 300 K, with a coupling constant of 0.1 ps for 500 ps; second, under constant pressure (NPT ensemble) using the Parrinello–Rahman barostat with a coupling constant of 5.0 ps for a duration of 1000 ps. Long-range electrostatics were computed using the Particle Mesh Ewald (PME) method, and van der Waals interactions were handled with a cut-off scheme. The cut-off distances were set at 1.0 nm for electrostatics and 1.2 nm for van der Waals interactions. Following system stabilization, each compound was subjected to three independent 100 nanosecond molecular dynamics simulations.
| ΔGbind = MMIE + SE |
| MMIE = EvdW + Eelec |
SE accounts for the solvation effects and is divided into polar and nonpolar contributions:
| SE = PSE + SASA energy | (1) |
Polar solvation energy (PSE) is derived from the Poisson–Boltzmann equation:
| PSE = PSEcomplex − (PSEprotein + PSEligand) | (2) |
Nonpolar solvation energy (SASA energy) is estimated based on solvent-accessible surface area (SASA):
| SASAenergy = SASAcomplex − (SASAprotein + SASAligand) | (3) |
Binding free energy calculations were carried out using 200 snapshots taken at 100 ps intervals from the last 20 ns of the molecular dynamics trajectory, ensuring representative sampling of protein–ligand interactions during the equilibrated phase of the simulation.
| Compound | R | IC50 (µM) |
|---|---|---|
| 14a | –CH2–CH3 | 328.7 ± 0.9 |
| 14b | –CH2–CH2–CH3 | 648.7 ± 0.7 |
| 14c | –CH2–CH2–CH2–CH3 | 601.7 ± 1.4 |
| 14d | –Ph | 410.4 ± 1.1 |
| 14e | –CH2–Ph | 469.6 ± 0.3 |
| 14f | –CH2–CH2–Ph | 721.5 ± 0.3 |
| 15a | –CH2–CH3 | 622.5 ± 0.7 |
| 15b | –CH2–CH2–CH3 | 184.7 ± 1.0 |
| 15c | –CH2–CH2–CH2–CH3 | 433.9 ± 1.2 |
| 15d | –Ph | 454.8 ± 0.6 |
| 15e | –CH2–Ph | 210.8 ± 0.4 |
| 15f | –CH2–CH2–Ph | 168.4 ± 0.6 |
| 19a | –CH2–CH3 | > 750 |
| 19b | –CH2–CH2–CH3 | 467.5 ± 0.2 |
| 19c | –CH2–CH2–CH2–CH3 | 324.8 ± 1.0 |
| 19d | –Ph | 64.0 ± 0.7 |
| 19e | –CH2–Ph | 377.5 ± 1.4 |
| 19f | –CH2–CH2–Ph | 445.1 ± 1.5 |
| Acarbose | — | 750.1 ± 1.3 |
Among the 3-cyano-4,5,6,7-tetrahydrobenzo[b]thiophene series 14a–f, no compound showed a significant effect against α-glucosidase. In contrast, the second, third, and fourth potent compounds among all the synthesized compounds belonged to the 3-cyano-5,6,7,8-tetrahydro-4H-cyclohepta[b]thiophene series 15a–f. The SAR study demonstrated that in this series, after the most potent compound 19d of ethyl 4,5,6,7-tetrahydrobenzo[b]thiophene-3-carboxylate series, phenethyl, n-propyl, and benzyl derivatives 15f, 15b, and 15e of 3-cyano-5,6,7,8-tetrahydro-4H-cyclohepta[b]thiophen series showed significant inhibition effects against α-glucosidase. The remaining derivatives in the latter series did not show substantial anti-α-glucosidase activity.
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| Fig. 3 The comparison of the anti-α-glucosidase activity of the template compounds A with their corresponding analogs of new quinazolinone–thiophene derivatives. | ||
In the design of compounds 14a–f and 15a–f, the 3-cyano-4,5,6,7-tetrahydrobenzo[b]thiophene scaffold of compound E was used.24 As can be seen in Fig. 4, a comparison of compound E with the most potent compounds among the compounds 14a–f (compound 14a) and 15a–f (compound 15f) demonstrated that modifications in this project did not improve anti-α-glucosidase activity because compound E was 6.9-fold more potent than acarbose, while compounds 14a and 15f were 2.3 and 4.5 folds more potent than acarbose, respectively.
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| Fig. 4 The comparison of anti-α-glucosidase activity of the reported 3-cyano-4,5,6,7-tetrahydrobenzo[b]thiophene derivative E with new thiophen derivatives 14a and 15f. | ||
As was mentioned in the introduction, the ethyl 4,5,6,7-tetrahydrobenzo[b]thiophene-3-carboxylate moiety was selected for compound F.25 Comparison of the IC50 value of this compound with the most potent compound among the newly synthesized ethyl 4,5,6,7-tetrahydrobenzo[b]thiophene-3-carboxylate derivatives 19a–f (compound 19d), demonstrated that our modification improved inhibitory activity against α-glucosidase because compound 19d was 11.7-fold more potent than acarbose, while compound F was 9.7 times more potent than acarbose (Fig. 5).
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| Fig. 7 Superimposition of the structure of acarbose (pink) and compound 19d (orange) in the α-glucosidase's active site. | ||
According to our previous reported works, acarbose, with a binding energy (BE) of −4.4 kcal mol−1 interacted with residues His279, Thr301, Asn241, Thr307, Pro309, Ser308, Arg312, Glu304, and Gln322.24 The binding mode of the most potent compound 19d showed that this compound established two hydrogen bonds with residues Glu304 and Gln322 and two non-classical hydrogen bonds with Arg312 and Gly306 (Fig. 8). Moreover, compound 19d via the sulfur atom of the thiophene ring interacted with amino acid Phe311. Furthermore, several hydrophobic interactions between this compound and active site residues His279, His239, Thr301, Val305, Pro309, Arg312, and Phe157 were also observed. The BE of this compound was −9.04 kcal mol−1. The second potent compound 15f established two hydrogen bonds with His279 and Ser308 and the following π-interactions with active site residues: a π-sulfur with His239 via thioacetamide moiety, a π-anion with Glu304, a π–π with His279, and two weak π-alkyl interactions with Arg312 and Pro309 (Fig. 8). The BE of compound 15f was −8.99 kcal mol−1.
The interaction modes of the third and fourth potent compounds, 15b and 15e, are shown in Fig. 9. Compound 15b formed two hydrogen bonds with His279 and Asn241 via cyno group. The sulfur atom of the thiophene ring interacted with residues Arg312 and His239. This compound also established hydrophobic interactions with Val305, His279, Thr301, His239, and Pro309. The BE of compound 15b was −8.99 kcal mol−1. The fourth potent compound 15e, with a BE value of −8.74 kcal mol−1, formed two hydrogen bonds with Glu304 and His279, two π–π interactions with His279 and His239, and three hydrophobic interactions with Pro309 and Arg312.
The binding energy values of the studied compounds in the docking study, compounds 15b, 15e, 15f, and 19d, are shown in Table 2. For better comparison, IC50 values of these compounds were obtained from nonlinear regression of triplicate measurements (n = 3) and compared by one-way ANOVA with Tukey post hoc tests; significant differences relative to acarbose are indicated (p < 0.05 A) and tabulated in Table 2. A review of these results shows that the docking studies largely corroborate the findings obtained from the in vitro experiments.
| Compound | Binding energy (kcal mol−1) | IC50 against α-glucosidase (µM) |
|---|---|---|
| 15b | −8.99 | 184.7 ± 1.0 |
| 15e | −8.74 | 210.8 ± 0.4 |
| 15f | −8.99 | 168.4 ± 0.6 |
| 19d | −9.04 | 64.0 ± 0.7 |
| Acarbose | −4.4 | 750.1 ± 1.3 |
To further validate the inhibitory potential of the most potent analog (compound 19d) and provide a direct comparison with the clinical inhibitor acarbose, we performed a molecular docking study within the active site of human α-glucosidase (PDB ID: 2QMJ). Superimposed structure of acaerbose and compound 19d in the active site of human α-glucosidase was shown in Fig. 10. The applied docking procedure was validated by extracting and re-docking the co-crystallized inhibitor acarbose into the α-glucosidase active site, RMSD < 2 Å.
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| Fig. 10 Superimposed structure of acarbose (pink) and compound 19d (orange) in the human α-glucosidase's active site. | ||
Detailed interaction modes of acarbose and compound 19d was shown in Fig. 11. As can be seen in this figure, acarbose established eleven hydrogen bonds with residues Gln603 (two interactions), Asp443 (two interactions), Asp54 (two interactions), Asp203 (two interactions), Arg526 (two interactions), and Tyr605 (one interaction). This drug also created a non-classical hydrogen bond with Asp327, a π-lone pair interaction with Tyr299, a sulfur interaction with Met444, and a hydrophobic interaction with Phe575 (Fig. 11). Fig. 11 illustrates the 2D and 3D interaction modes of compound 19d within the active site of human α-glucosidase. Compound 19d forms three hydrogen bonds with residues Thr205, Arg526, and Arg202, as well as two sulfur-containing interactions with Met444. Additionally, two π-anion interactions with Asp203 and Asp542, along with a π-cation interaction with Arg526, are observed. The interaction profile of compound 19d also includes several hydrophobic interactions with residues Leu473, Thr204, Phe450, Trp406, Tyr299, and Lys480. The binding energy (BE) calculations revealed values of −5.99 kcal mol−1 for acarbose and −8.02 kcal mol−1 for compound 19d in the active site of human α-glucosidase. These computational results indicate that the novel compound 19d exhibits a stronger predicted binding affinity and, consequently, a potentially superior inhibitory potency against human α-glucosidase compared to the clinical drug acarbose.
A two-phase simulation approach was employed. First, a 10 ns simulation was performed for all complexes, where both acarbose and compound 19d exhibited stability within the active site of α-glucosidase. Following this, the simulation was extended for 90 ns to further investigate the behavior of the compounds in the enzyme's active site. Remarkably, the compounds remained stable during the extended simulation. In the next stage, the simulation trajectories of the complexes were subjected to a more detailed analysis.
Root-mean-square deviation (RMSD) and radius of gyration (Rg) were calculated for all saved structures during the MD simulation. The variations in these parameters over time were used to evaluate the stability of the complexes. Additionally, the root mean square fluctuation (RMSF) of the backbone atoms was calculated to assess the residual flexibility throughout the simulation period.
The RMSD results are shown in Fig. 12. As indicated, the RMSD of the backbone atoms of α-glucosidase in free enzyme and in complex with compound 19d and acarbose displayed minimal fluctuations over time, consistently remaining below 0.3 nm, suggesting a stable protein structure. The average RMSD values for α-glucosidase in free enzyme and in complexes with acarbose and 19d were 0.253 nm, 0.251 nm, and 0.249 nm, respectively. The RMSD values for acarbose and 19d in complex with α-glucosidase remained under 0.2 nm throughout the simulation. The average RMSD values for acarbose and 19d in complex with α-glucosidase were 0.120 nm and 0.075 nm, respectively. These findings confirm the stability of both the enzyme and the ligands during the entire simulation period.
Protein stability can be evaluated by analyzing its compactness during MD simulation. The radius of gyration (Rg) of α-glucosidase was calculated to determine the protein's compactness over the course of the simulation (Fig. 13). The average Rg of α-glucosidase was 2.496 nm for free enzyme, 2.504 nm for the acarbose complex, and 2.510 nm for the 19d complex. Throughout the simulation, the Rg values fluctuated between 2.450 nm and 2.550 nm for all complexes. These consistent values indicate minimal changes in the protein's compactness, suggesting that the overall structure of α-glucosidase remained stable during the simulation period.
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| Fig. 13 Time dependence of the radius of gyration graph of α-glucosidase in complex with acarbose (green), compound 19d (red) and free enzyme (black). | ||
α-Glucosidase is a large protein composed of 579 residues, divided into multiple domains with distinct structures and functions. As shown in Fig. 10, the fluctuations across different regions of this large protein are not uniform. However, the RMSF values of the residues in free enzyme and in complex with acarbose and/or compound 19d demonstrate a remarkable similarity. As expected, residues engaged in non-bonded interactions with the ligands display lower fluctuations. The active site of α-glucosidase is located within a cleft formed by the A and B domains. As shown in Fig. 11, the residues of “A domain” have a noticeably higher fluctuation in the free enzyme versus the ligand-bound enzyme, which can be an indicator of non-bonded interactions of the residues of this domain with the ligands in the ligand-bound enzyme. As is typical for many proteins, the loop regions of α-glucosidase exhibit the highest level of fluctuations. In particular, residues in the B domain loop and the active site lid show the highest RMSF values in both free and ligand-bound enzymes.
Fig. 14 presents the fluctuations of heavy atoms in acarbose and 19d. The root mean square fluctuation (RMSF) of these atoms remains below 0.15 nm. Such limited fluctuation indicates strong and stable interactions between the ligands and α-glucosidase, suggesting that their movements are significantly restricted by intermolecular forces, thus maintaining the integrity of the ligand–enzyme complex.
Analysis of the MD trajectories indicated that the number of hydrogen bonds formed between the ligands and α-glucosidase varied over time (Fig. 15). In the α-glucosidase–acarbose complex, the number of hydrogen bonds predominantly fluctuated between 4 and 8, suggesting the formation of a strong and stable complex. Docking results predicted that compound 19d forms two hydrogen bonds within the α-glucosidase binding site (Fig. 8). In contrast, MD simulations revealed that the number of hydrogen bonds in the α-glucosidase–19d complex mainly ranged between two and three. Such discrepancies between docking and MD simulation outcomes are expected, as both ligand and receptor undergo conformational fluctuations during MD simulations, giving rise to a dynamic and diverse set of interactions. Nevertheless, subsequent binding free energy analysis demonstrated that the cumulative effect of these interactions favored the stable binding of compound 19d to α-glucosidase.
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| Fig. 15 The numbers of hydrogen bonds between compound 19d (A), and acarbose (B) with α-glucosidase binding site residues during MD simulation. | ||
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| Fig. 16 Diagram of binding energy changes during the last 20 ns of simulation time. α-glucosidase in complex with acarbose (green) and 19d (red). | ||
| Compound | HOMO (eV) | LUMO (eV) | Egap | Debye | χ | µ | σ | ω |
|---|---|---|---|---|---|---|---|---|
| 14a | −6.1295 | −1.4998 | 4.6297 | 6.3311 | 3.8147 | −3.8147 | 0.4320 | 3.1431 |
| 14b | −6.0133 | −1.6578 | 4.3555 | 2.0063 | 3.8356 | −3.8356 | 0.4592 | 3.3777 |
| 14c | −6.0824 | −1.5746 | 4.5078 | 4.9187 | 3.8285 | −3.8285 | 0.4436 | 3.2579 |
| 14d | −6.2017 | −1.4329 | 4.7688 | 3.2745 | 3.8173 | −3.8173 | 0.4193 | 3.0586 |
| 14e | −6.0542 | −1.6084 | 4.4458 | 5.1029 | 3.8313 | −3.8313 | 0.4500 | 3.3034 |
| 14f | −6.1669 | −1.4861 | 4.6808 | 1.8426 | 3.8265 | −3.8265 | 0.4273 | 3.1338 |
| 15a | −6.2478 | −1.3654 | 4.8824 | 2.9181 | 3.8066 | −3.8066 | 0.4096 | 2.9728 |
| 15b | −6.0986 | −1.5523 | 4.5463 | 4.2075 | 3.8255 | −3.8255 | 0.4400 | 3.2254 |
| 15c | −6.1742 | −1.4728 | 4.7014 | 3.6892 | 3.8235 | −3.8235 | 0.4254 | 3.1159 |
| 15d | −6.2215 | −1.4219 | 4.7996 | 2.1478 | 3.8217 | −3.8217 | 0.4167 | 3.0421 |
| 15e | −6.0879 | −1.5896 | 4.4983 | 5.4362 | 3.8388 | −3.8388 | 0.4446 | 3.3509 |
| 15f | −6.1628 | −1.4907 | 4.6721 | 2.5634 | 3.8268 | −3.8268 | 0.4279 | 3.1389 |
| 19a | −6.0314 | −1.6429 | 4.3885 | 7.2846 | 3.8372 | −3.8372 | 0.4557 | 3.3586 |
| 19b | −6.1187 | −1.5234 | 4.5953 | 4.9618 | 3.8211 | −3.8211 | 0.4353 | 3.1742 |
| 19c | −6.1765 | −1.4712 | 4.7053 | 3.1189 | 3.8239 | −3.8239 | 0.4251 | 3.1141 |
| 19d | −6.2098 | −1.4396 | 4.7702 | 2.3867 | 3.8247 | −3.8247 | 0.4191 | 3.0599 |
| 19e | −6.0923 | −1.5868 | 4.5055 | 5.8124 | 3.8396 | −3.8396 | 0.4440 | 3.3632 |
| 19f | −6.1681 | −1.4849 | 4.6832 | 3.0046 | 3.8265 | −3.8265 | 0.4272 | 3.1346 |
The calculated HOMO energies ranged from −6.25 to −6.01 eV, indicating similar electron donation.38 The LUMO energies are clustered between −1.66 and −1.36 eV, suggesting comparable electron acceptance.38 The HOMO–LUMO Egap, an important indicator of chemical stability and reactivity, varies between 4.35 and 4.88 ev.39 Compounds with relatively smaller energy gaps (e.g., 14b, 19a, and 19b) are expected to exhibit higher chemical reactivity and lower kinetic stability, whereas compounds with larger gaps (e.g., 15a and 14d) are predicted to be more chemically stable and less reactive. Overall, the moderate Egap values suggest a balance between stability and reactivity, which is favorable for potential biological applications.40 The calculated dipole moments (Debyes) span a wide range, from ∼1.8 to ∼7.3 Debye, reflecting significant differences in molecular polarity and charge distribution. The χ values are narrowly distributed around 3.80–3.84 eV. Softness values (0.41–0.46 eV−1) were higher in reactive compounds like 14b and 19a, indicating greater polarizability.40 Narrower bandgaps, higher softness, and elevated electrophilicity (ω) correlated with better α-glucosidase inhibition, enhancing charge transfer and binding. For instance, 15b, 15e, 15f, and 19d exhibited balanced properties, likely improving interactions with enzyme residues. These points was also further confirmed by frontier molecular orbitals of the most potent compounds 19d and 15f (Fig. 17).
The electrostatic potential (ESP) maps of compounds 15f and 19d (Fig. 18) exhibit comparable global charge distribution patterns, characterized by distinct electron-rich and electron-deficient regions over the molecular surfaces. In both compounds, pronounced negative electrostatic potential is mainly localized around the carbonyl oxygen atoms and heterocyclic nitrogen atoms of the quinazolinone core, indicating strong hydrogen-bond acceptor capability. Conversely, regions of positive electrostatic potential are primarily associated with hydrogen-bearing atoms and peripheral alkyl or aromatic moieties.
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| Fig. 18 Electrostatic potential (ESP) maps of 19d and 15f (B3LYP). Red (negative) to blue (positive) gradient highlights interaction sites. | ||
The electrophilicity index (ω) was key predictor of bioactivity, with higher values aiding interactions with electron-rich amino acid residues (e.g., Asp, Glu, and His) within the enzyme active site.40 Notably, 19d, the most potent compound in this series, exhibits a balanced combination of a moderate energy gap, suitable softness, and an electrophilicity index comparable to many less active analogues.
Overall, the combined DFT and biological results demonstrate that electronic reactivity descriptors provide meaningful insight into the observed inhibitory trends. Compounds that achieve an optimal balance between electrophilicity, softness, and molecular polarity exhibit superior anti-α-glucosidase activity.
| Entry | Compound | ||||
|---|---|---|---|---|---|
| 15b | 15e | 15f | 19d | Acarbose | |
| a The recommended ranges for Caco2: <25 poor, >500 great, HIA: >80% is high <25% is poor, and BBB = −3.0–1.2. | |||||
| Rule of five | Suitable | Violated | Violated | Violated | Violated |
| Caco2a | 17.8621 | 28.5028 | 28.9142 | 26.6316 | 9.44448 |
| HIAa | 98.225697 | 98.471431 | 98.332416 | 98.404245 | 0.000000 |
| BBBa | 0.107165 | 0.15091 | 0.165436 | 0.342645 | 0.0271005 |
| Ames_test | Mutagen | Mutagen | Mutagen | Mutagen | Mutagen |
| Carcino_Mouse | Negative | Negative | Negative | Negative | Positive |
| Carcino_Rat | Negative | Negative | Negative | Negative | Negative |
| hERG_inhibition | Low risk | Low risk | Low risk | Low risk | Ambiguous |
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| Fig. 19 Comparison of antioxidant activity between compound 19d and the reference standard trolox, measured using the DPPH radical scavenging assay. | ||
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