| Literature DB >> 32430012 |
Manon Lernoux1, Michael Schnekenburger1, Hélène Losson1, Koen Vermeulen2, Hyunggu Hahn3, Déborah Gérard1, Jin-Young Lee3, Aloran Mazumder3, Muneer Ahamed2, Christo Christov4, Dong-Wook Kim5, Mario Dicato1, Guy Bormans2, Byung Woo Han6, Marc Diederich7.
Abstract
BACKGROUND:Entities:
Keywords: Apoptosis; Autophagy; Computational docking; Endoplasmic reticulum stress; Epigenetic regulation; Tyrosine kinase inhibitor
Year: 2020 PMID: 32430012 PMCID: PMC7236970 DOI: 10.1186/s13148-020-00839-z
Source DB: PubMed Journal: Clin Epigenetics ISSN: 1868-7075 Impact factor: 6.551
Fig. 1Chemical structures of MAKV-6, MAKV-7, MAKV-8, MAKV-10, and MAKV-12 and the reference HDACi, SAHA. The prototypical pharmacophoric model of an HDACi is constituted by the zinc binding group, the hydrophobic linker region, and the cap group. MAKV-6 and MAKV-7 lack the linker portion; MAKV-10 and MAKV-12 substitute the hydroxamate group with a methyl ester group and were obtained as synthesis intermediates
Fig. 2MAKV-8 inhibits HDAC activities in vitro and binds to the ligand-binding pocket of HDAC isoenzymes. (a) In vitro HDAC activity assays were conducted with increasing MAKV-8 concentrations. Relative activities of total HDAC, HDAC1, and HDAC6 were determined by comparison to the vehicle, DMSO. (b) Docking poses of MAKV-8 (stick model, orange) on the crystal structure of indicated HDAC isoenzymes (white; PDB codes: see Methods section). Numbered residues forming hydrophobic interactions in the binding sites (stick representation) correspond to HDAC1 to HDAC8 from top to bottom. Zinc atom is shown as a purple sphere; nitrogen and oxygen are colored in blue and red, respectively
In silico predictions of MAKV-8 drug-likeness and oral bioavailability
| Method | Parameter (unit) | Values | ||||
|---|---|---|---|---|---|---|
| Theoretical | MAKV-8 | SAHA | PXD-101 | LBH-589 | ||
| Lipinski’s rule of five | Volume (Å3) | NA | 411.02 | 255.64 | 266.11 | 330.62 |
| miLog | ≤ 5 | 3.49 | 2.47 | 2.19 | 3.19 | |
| MW (Da) | ≤ 500 | 446.5 | 264.32 | 318.35 | 349.43 | |
| n-OHNH | ≤ 5 | 4 | 3 | 3 | 4 | |
| n-ON | ≤ 10 | 10 | 5 | 6 | 5 | |
| Ghose filter | n-atoms | 20 ≤ × ≤ 70 | 32 | 19 | 22 | 26 |
| Veber’s rule | n-rotb | ≤ 10 | 12 | 8 | 5 | 7 |
| TPSA (Å2) | ≤ 140 | 142.79 | 78.42 | 95.5 | 77.14 | |
| Absorption | BBBP | 0.1 ≤ MA ≤ 2 | 0.12 | 0.22 | 0.18 | 1.16 |
| IA (%) | ≥ 70 | 76.68 | 84.53 | 89.94 | 89.23 | |
| PPB (%) | < 90 | 82.82 | 72.16 | 94.26 | 78.3 | |
| Toxicity | Rat | NA | Negative | Negative | Negative | Negative |
BBBP blood-brain barrier penetration, IA intestinal absorption, MA middle absorption, miLogP octanol-water partition coefficient, MW molecular weight, n-atoms number of atoms, n-OHNH number of hydrogen bond donors, n-ON number of hydrogen bond acceptors, n-rotb number of rotatable bonds, NA not applicable, PPB plasma protein binding, TPSA topological polar surface area
Qualitative molecular docking of MAKV-8 against selected HDACs
| HDAC (PDB code) | MAKV-8 | SAHA |
|---|---|---|
| − 6.7 | − 5.4 | |
| − 7.2 | − 6.7 | |
| − 6.9 | − 6.5 | |
| − 7.7 | − 5.6 | |
| − 7.2 | − 6.1 | |
| − 7.1 | − 6.0 | |
| − 7.0 | − 6.9 | |
| − 7.1 | − 6.2 |
Binding affinity energy values (kcal/mol) for the indicated Protein Data Bank (PDB) codes were calculated using AutoDock Vina program. SAHA was used as a reference HDACi
Fig. 3The potent pan-HDAC inhibitor MAKV-8 displays cytotoxic properties in CML cells. The acetylation levels of HDAC targets were assessed by western blot in K-562 cells treated with (a) increasing MAKV-8 concentrations for 24h or (b) 15µM MAKV-8 for the indicated time points. (c) CML cell proliferation and viability were evaluated following treatments with increasing MAKV-8 concentrations for up to 72h. (d) CML cells were grown in the presence of increasing MAKV-8 concentrations for 10 days, and their colony-forming capacity was scored after MTT addition. Representative pictures (left panel) and corresponding quantifications (right panel) from three independent experiments are provided. (e) Histone H4 and α-tubulin acetylation levels were assessed by western blot in KBM-5 and MEG-01 cells treated with increasing MAKV-8 concentrations for 24h. β-actin and histone H1 served as loading controls for α-tubulin and histone H4, respectively. Blots are representative of three independent experiments. SAHA was used as a reference HDACi
EC50 values of MAKV-8 and SAHA towards acetylated targets
| Target | EC | |
|---|---|---|
| MAKV-8 | SAHA | |
| 12.1 ± 0.9 | 1.9 ± 0.8 | |
| 5.9 ± 1.4 | 2.6 ± 0.2 | |
Data are presented as the mean ± standard deviation of the effective concentration that induces half-maximal acetylation of protein targets (EC50). Values were calculated after western blot quantification from at least three independent experiments. Concentrations of compounds near the EC50 values have been used for subsequent experiments
In vitro HDAC-inhibitory activity of MAKV-8 and derived compounds
| Compounds | IC50 values against total HDAC activity (nM) |
|---|---|
| MAKV-6 | 1050 ± 220 |
| MAKV-7 | 22,000 ± 25,200 |
| MAKV-8 | 5.8 ± 3.8 |
| MAKV-10 | > 100,000 |
| MAKV-12 | > 100,000 |
Data are presented as the mean ± standard deviation of the concentration inhibiting 50% (IC50) of the HDAC activity. Values were calculated from at least three independent experiments or two independent experiments for MAKV-10 and MAKV-12
HDAC histone deacetylase
Fig. 4MAKV-8 derivatives display lower potency than their parent compound. (a) Docking poses of MAKV-8 derivatives (stick model) on HDAC6 crystal structure (white; PDB code: 5EDU). Numbered residues forming hydrophobic interactions in the binding sites (stick representation) are indicated. Zinc atom is shown as a purple sphere; nitrogen and oxygen are colored in blue and red, respectively. (b) Histone H4 and α-tubulin acetylation levels were assessed by western blot (upper panel), and cell proliferation and viability were evaluated (lower panel) following treatments of K-562 cells with increasing concentrations of the indicated MAKV-8 derivatives for 24h and up to 72h, respectively. β-actin and histone H1 served as loading controls for α-tubulin and histone H4, respectively. Blots are representative of three independent experiments. SAHA was used as a reference HDACi
Qualitative molecular docking of MAKV-8 derivatives against HDAC6
| Compounds | Binding affinity (kcal/mol)a |
|---|---|
| MAKV-6 | − 5.9 |
| MAKV-7 | − 6.4 |
| MAKV-8 | − 7.2 |
| MAKV-10 | − 6.9 |
| MAKV-12 | − 6.1 |
aBinding affinity energy values for Protein Data Bank (PDB) code 5EDU were calculated using AutoDock Vina program
Fig. 5Treatment with MAKV-8 leads to cell cycle arrest and apoptotic cell death. K-562 cells were treated with MAKV-8 at the indicated time points and concentrations, followed by analyses of (a) cell cycle distribution using a range of subtoxic cytostatic MAKV-8 concentrations to focus only on aspects of cell cycle modulation, (b) nuclear morphology, and (c) caspase and PARP-1 activation. (b) Representative pictures of cells stained with Hoechst in blue and propidium iodide (PI) in red (upper left panel) and corresponding quantifications (lower right panel) from three independent experiments are provided. Where indicated, cells were pre-incubated for 1h with the pan-caspase inhibitor z-VAD-FMK. Cisplatin was used as a positive control for caspase and PARP-1 cleavage. Blots used β-actin as the loading control and are representative of three independent experiments. SAHA was used as a reference HDACi
Fig. 6MAKV-8 treatment induces ER stress. K-562 cells were treated with the indicated concentrations of MAKV-8 at the indicated time points unless otherwise stated. (a) The expression levels of UPR-associated proteins, such as the ER stress marker GRP78, were assessed by western blot using β-actin as a loading control. (b) DDIT3 mRNA expression levels were quantified by real-time PCR and normalized to β-actin mRNA levels. (c) End-point analysis of XBP1 mRNA splicing. Thapsigargin (T, 4 µM) was used as a positive control for ER stress induction. All pictures are representative of three independent experiments
Fig. 7MAKV-8 treatment triggers autophagy and double strand breaks. K-562 cells were treated with the indicated concentrations of MAKV-8 at the indicated time points unless otherwise stated. (a) Cell morphology was analyzed after 48h of treatment using modified GIEMSA staining, and pictures were acquired by bright-field microscopy. (b) The appearance of autophagosome-related vesicles was quantified in cells treated with MAKV-8 for 8h. Representative pictures of cells stained with Hoechst in blue and Cyto-ID in green (left panel) and corresponding quantifications (right panel) from three independent experiments are provided. (c) After 8h of treatment, the conversion of LC3-I to LC3-II and expression of p62, two autophagic markers, were evaluated by western blot. Where indicated, bafilomycin A1 was added 2h before the end of treatment. (d) Representative images of electron microscopy analysis in indicated CML cell line: (1) phagophores and (2) autophagolysosomes. (e) The expression level of γH2AX, the earliest marker for DNA damage localized at double strand breaks, was assessed by western blot. Cisplatin (C, 50 µM) was used as a positive control for double strand break induction. Blots used β-actin as the loading control, and pictures are representative of three independent experiments
Fig. 8Treating CML cells with imatinib in combination with pan-HDACis is a promising therapeutic approach. (a) Boxplots including outliers illustrating fold-change (log2) of HDAC1, HDAC2 and HDAC3 mRNA expression levels in CD34+CD38- stem cells isolated from healthy (n=7) and CML (n=11) patients (represented by triangles). (b) CML cells were treated with the indicated concentrations of imatinib alone or in combination with MAKV-8. After 24h-incubations, α-tubulin and histone H4 acetylation levels were assessed by western blot, with β-actin and histone H1 as loading controls, respectively. Blots are representative of three independent experiments. SAHA was used as a reference HDACi
Fig. 9The HDACi MAKV-8 combined with imatinib induces synergistic anti-cancer activity in K-562 cells. Cells were treated with the indicated concentrations of imatinib alone or in combination with MAKV-8. (a) Nuclear morphology, (b) phosphatidylserine exposure, and (c) mitochondrial membrane potential (MMP) were analyzed in K-562 cells treated for 48h. Representative dot plots (left panel) and corresponding quantifications (right panel) from three independent experiments are provided. (d) Caspase and PARP-1 cleavages were analyzed by western blot in K-562 cells treated for 24h, using β-actin as the loading control. Cisplatin was used as a positive control for apoptosis induction and MMP disruption. Blots and pictures are representative of three independent experiments. SAHA was used as a reference HDACi
Combination index (CI) values for treatments with combined MAKV-8-imatinib in imatinib-sensitive and imatinib-resistant CML cells
| Cell line | MAKV-8 (μM) | Imatinib (μM) | CI (48 h) |
|---|---|---|---|
| 5 | 0.25 | 0.42 ± 0.13 | |
| 10 | 0.25 | 0.28 ± 0.14 | |
| 1 | 2.5 | 0.46 ± 0.06 | |
| 2.5 | 2.5 | 0.05 ± 0.03 | |
| 5 | 0.25 | 0.77 ± 0.16 | |
| 10 | 0.25 | 0.37 ± 0.07 | |
| 1 | 10 | 1.42 ± 0.58 | |
| 2.5 | 10 | 0.78 ± 0.16 |
aCI values correspond to the mean ± standard deviation of three independent Hoechst-propidium iodide staining experiments
CML chronic myeloid leukemia
Fig. 10MAKV-8 combined with imatinib induces synergistic anti-cancer activity in imatinib-sensitive and -resistant CML cells. CML cells were treated with the indicated concentrations of imatinib alone or in combination with MAKV-8. (a) Nuclear morphology (upper panel) and cleavage of caspase 3 and PARP-1 (lower panel) were studied in KBM-5 and MEG-01 cells treated for 48 and 24h, respectively. (b) Nuclear morphology (upper panel) and PARP-1 cleavage (lower panel) were evaluated in KBM-5R cells treated for 48 and 24h, respectively. Caspase and PARP-1 cleavages were assessed by western blot using β-actin as the loading control. Cisplatin was used as a positive control. Blots are representative of three independent experiments. SAHA was used as a reference HDACi
Fig. 11MAKV-8 combined with imatinib displays a differential toxicity in healthy cells compared to CML cells. CML and healthy cells were treated with the indicated concentrations of imatinib alone or in combination with MAKV-8. (a) Healthy cell models were treated for 48h. Cell viability was assessed based on the Trypan Blue exclusion method for PBMCs, by flow cytometry after Annexin V staining for platelets, and nuclear morphology was examined in RPMI-1788 cells. SAHA was used as a reference HDACi. (b) CML cells were pre-treated with MAKV-8 for 8h and then grown in semisolid methylcellulose medium in the presence of imatinib. After 10-day incubations, cell colony-forming capacity was scored after MTT addition. Representative pictures (left panel) and corresponding quantifications (right panel) from three independent experiments are provided
Selectivity ratio of MAKV-8-imatinib co-treatment for cancer cells versus healthy models
| CML cells | Selectivity ratio | |
|---|---|---|
| PBMCs | RPMI-1788 | |
| 5.8 | 3.9 | |
| 8.5 | 9.2 | |
| 2.2 | 1.5 | |
Values were calculated from the percentage of cancer cell death versus healthy cell death from three independent experiments
PBMCs peripheral blood mononuclear cells
Fig. 12Altered BCR-ABL signaling and autophagy induction are associated with MAKV-8-imatinib anti-cancer properties. CML cells were treated with the indicated concentrations of imatinib alone or in combination with MAKV-8. (a, b) K-562 cells were transfected with or without the indicated siRNA, then (a) the expression level of beclin-1, a protein involved in initiating the autophagic flux, was assessed by western blot 24 and 72h post-transfection, and (b) nuclear morphology (upper panel) and PARP-1 cleavage (lower panel) were analyzed in cells treated for 24 and 48h, respectively. The ratio between the cleaved and uncleaved forms of PARP-1 was determined based on western blot quantification. (c, d) Protein expression and phosphorylation levels were assessed by western blot in cells treated for 24h. Blots used β-actin as a loading control and are representative of three independent experiments. SAHA was used as a reference HDACi
Fig. 13MAKV-8-imatinib combination reduces cancer stem cell population. CML cells were treated with the indicated concentrations of imatinib alone or in combination with MAKV-8. (a) Boxplots illustrating fold-change (log2) of c-MYC mRNA expression in CD34+CD38- stem cells isolated from healthy (n=7) and CML (n=11) patients (represented by triangles). (b) Analysis of aldehyde dehydrogenase (ALDH) activity in K-562 cells cultured for 24h and known to present a substantial proportion of cells with cancer stem-like characteristics. Elevated ALDH activity is an established marker for the identification of hematopoietic stem cells. The ALDH inhibitor diethylaminobenzaldehyde (DEAB) was used to distinguish cell subpopulations with low and high ALDH activity. Representative dot plots where the percentage of ALDH+ cells is indicated (upper panel) and corresponding quantifications (lower panel) representative of three independent experiments are presented. SAHA was used as a reference HDACi. (c) K-562 cells were treated for 24h, fluorescently labeled, and then injected into the zebrafish yolk sac. Three days post-injection, pictures of 5 to 8 fishes (one representative set of pictures is presented) were taken, and the fluorescence intensity was quantified