Inhibition of PDK3 by artemisinin, a repurposed antimalarial drug in cancer therapy

https://doi.org/10.1016/j.molliq.2022.118928Get rights and content

Highlights

  • The present study suggesting artemisinin as a potent inhibitor of PDK3.

  • Artemisinin binds PDK3 with an admirable binding affinity and forms numerous interactions with the residues of active site.

  • Molecular dynamics simulation studies show the formation of a stable complex of PDK3-artemisinin.

  • Artemisinin may be implicated in targeting PDK3-related disorders.

Abstract

Cancer has emerged as a global concern because it affects a larger population and is a major cause of death worlwide. Despite advancements in medical technologies and cancer therapy, there is still a need for effective therapeutics. The development of new drug molecules is tedious, expensive, and laborious process that can take years to reach in clinical trials. In recent years, drug repurposing has gained popularity because it accelerates the process of drug discovery. We propose that antimalarial drug artemisinin (AMS) be repurposed in anticancer therapeutics. AMS can potentially alter major signaling pathways involved in cancer, including Wnt/β-catenin and PI3K signaling pathways. Pyruvate dehydrogenase kinase 3 (PDK3) is overexpressed in many cancer types, involved in these signaling and being considered as an attractive drug target for cancer therapy. The current study investigated the binding and PDK3 inhibitory potential AMS using combined computational and spectroscopic methods. We observed a significant binding affinity of AMS for PDK3. In addition, the kinase activity of PDK3 is significantly inhibited by AMS. We further complemented our findings with molecular docking and 100 ns MD simulation studies. We propose that AMS may be explored as a possible anticancer agent after getting the required clinical validation.

Introduction

Despite major progressions in technology that have significantly imporved the understanding of human disease, therapeutic outcomes are still limited against many life-threatening diseases [1], [2]. Most of the drugs fail at different stages of clinical trials; thus global pharmaceutical industry faces many challenges. Investors discourage industry due to the large amount spent on research and development [3]. Drug repositioning or repurposing has emerged to address all such challenges. This strategy uses approved and under investigation drugs for implications in other unrelated diseases [1]. It offers several advantages over the development and marketing of a new drug candidate, such as lower risks of failure as the drug has undergone various levels of trials.

Drug repositioning strategy saves time and money with the least investment [4]. The major benefit of repurposing drugs is to exploit many pathways and targets that the drug uses for its action [5]. Life-threatening diseases such as cancer are growing fast, claiming more than 10 million cases in the past year [6]. Chemotherapy, radiotherapy and surgical procedures are traditionally given to the patient. However, reoccurrence and chemo-resistance still remain as a hurdle [7]. Recently, drug repurposing has emerged as a new strategy in cancer therapeutics, saving time and exploring pathways for targeting in cancer therapeutics [8], [9]. Some of the examples of drug repurposing include valproic acid, metformin, artemisinin (AMS) and others. Metformin used typically in the treatment of Type 2 diabetes is repurposed as an anti-tumor drug, reducing G1 cyclin expression and inhibiting growth and progression of cancer cells [10]. Similarly, valproic acid used to control depression showed downregulating effects on c-Myc and is effective against Burkitt lymphoma [11].

Pyruvate dehydrogenase kinases (PDK) are a major switch in cancer cells and an important pyruvate dehydrogenase (PDH) complex component. PDH contains several enzymes performing catalytic and regulatory roles in converting pyruvate to acetyl-CoA. PDH activity is dependent on its phosphorylation status, regulated by PDKs [12]. PDK-mediated phosphorylation blocks its catalytic activity, modulating the metabolism from energy-efficient mitochondrial respiration to cytoplasmic glycolysis [13]. PDKs are present in four isoforms and possess different expression patterns [14], [15]. The isoform PDK3 is associated with a hypoxia-mediated metabolic switch [16]. PDK3 knockdown reduces hypoxic cell survival and lowers drug resistance conferred by PDK3 [17]. PDK3 is responsible for the onset, proliferation, migration and survival of many cancer types. PDK3 is predominantly present in gastric cancer [18], colon cancer [19], acute myeloid leukemia [20], lung cancer [21] and many more [22].

AMS and its chemically modified derivatives are considered an efficient drug in combating malaria and drug-resistant malaria. AMS possesses immunomodulation, antiviral, antibacterial, antitumor and anti-cancer properties [23], [24], [25], [26], [27]. It shows effectiveness against cancer types such as breast, lung, ovary, prostate cancer, etc. [28], [29], [30], [31], by targeting many signaling pathways such as PI3K/AKT/mTOR, NF-κB, Wnt/β-catenin and TGF-β/Smad signaling cascades [32], [33], [34], [35]. The possible mechanism of action includes suppression of cell proliferation, cell cycle arrest, favoring apoptosis and regulating enzymes to module tumor microenvironment [36], [37]. Hypoxia-induced PDK3 creates an acidic microenvironment and promotes the Warburg effect [22].

This study proposes that AMS could be repurposed in anti-cancer by targeting PDK3. Our study provides a possible mechanism for the action of the repurposed PDK3 targetted by AMS in cancer therapeutics. The importance of this study can be attributed to the established anticancer activity of AMS. The binding affinity of AMS with PDK3 was estimated by fluorescence measurements and Isothermal titration calorimetry (ITC). Kinase inhibition assay has further ascertained the PDK3 inhibitory potential of AMS. We further complemented our experimental findings with molecular docking and 100 ns all-atom MD simulation analysis.

Section snippets

Materials

Luria-Bertani (LB) broth miller, bacterial culture medium, was purchased from Himedia. Ni-NTA resin used for ion-exchange chromatography was obtained from Qiagen (Hilden, Germany). AMS was purchased from Sigma Aldrich (St. Louis, Missouri, United States). The other chemicals used for making buffers were of analytical grade obtained from Himedia.

Molecular descriptors

AMS was washed in Molecular Operating Environment (MOE2020) [38] at pH = 7.3, and several important molecular descriptors were calculated. AMS satisfies

Molecular docking

Molecular docking of AMS with PDK3 revealed that the docked complex was stable with an appreciable binding affinity, i.e., −8.1 kcal/mol. We explored docking results to determine the plausible binding site and the molecular interactions stabilizing the PDK3-AMS complex. The binding pattern and detailed interactions of AMS with PDK3 are illustrated in Fig. 1. We noticed that AMS was preferentially occupied the ATP-binding pocket of PDK3 (Fig. 1A). It closely interacts with the ATP-binding

Discussion

Conventionally discovery and development of a drug comprise identification and further optimization of the lead compound [76]. The process follows pre-clinical and rigorous clinical studies to comprehensively characterize various pharmacological properties of the compound. The expenditure in research and development has hiked by almost 50% since the first draft of the human genome produced by the human genome project (https://data.oecd.org/rd/gross-domestic-spending-on-r-d.htm). The time taken

Conclusions

The current findings suggest that AMS may be implicated in the therapeutic targeting of cancer via inhibiting overexpressed PDK3. With computational and experimental methods, we investigated AMS binding mechanism for PDK3. AMS showed a strong binding and inhibition of PDK3. The method of repurposing the drug against kinase is a time-effective technique that can curb the menace of kinases in various cancer types as overexpression of kinases plays a key role in various cancer types. Although

Funding

The Deanship of Scientific Research (DSR) at King Abdulaziz University, Jeddah, Saudi Arabia, has funded this project under grant no. (KEP-19-130-42).

Declaration of Competing Interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Acknowledgments

The Deanship of Scientific Research (DSR) at King Abdulaziz University, Jeddah, Saudi Arabia, has funded this project under grant no. (KEP-19-130-42). MIH acknowledges the Council of Scientific and Industrial Research for financial support [Pro-ject No. 27(0368)/20/EMR-II]. The authors thank the Department of Science and Technology, Government of India, for the FIST support (FIST program No. SR/FST/LSII/2020/782).

References (94)

  • S.K. Rai et al.

    New perspectives of the Artemisia annua bioactive compounds as an affordable cure in treatment of malaria and cancer

  • J. Dong et al.

    Antitumor and anti-angiogenic effects of artemisinin on breast tumor xenografts in nude mice

    Res. Vet. Sci.

    (2020)
  • Y.u. Zhou et al.

    Structural optimization and biological evaluation for novel artemisinin derivatives against liver and ovarian cancers

    Eur. J. Med. Chem.

    (2021)
  • R. Lin et al.

    Dihydroartemisinin (DHA) induces ferroptosis and causes cell cycle arrest in head and neck carcinoma cells

    Cancer Lett.

    (2016)
  • J. Chen et al.

    Effect of artemisinin on proliferation and apoptosis-related protein expression in vivo and in vitro

    Saudi J. Biol. Sci.

    (2018)
  • K. Anwer et al.

    Probing pH sensitivity of alphaC-phycoerythrin and its natural truncant: A comparative study

    Int. J. Biol. Macromol.

    (2016)
  • J.-P. Ryckaert et al.

    Numerical integration of the Cartesian Equations of Motion of a System with Constraints: Molecular Dynamics of n-Alkanes

    J. Comput. Phys.

    (1977)
  • A. Shamsi et al.

    Probing the interaction of Rivastigmine Tartrate, an important Alzheimer's drug, with serum albumin: Attempting treatment of Alzheimer's disease

    Int. J. Biol. Macromol.

    (2020)
  • M. Gulzar et al.

    Elucidation of interaction mechanism of ellagic acid to the integrin linked kinase

    Int. J. Biol. Macromol.

    (2019)
  • M. Amir et al.

    Investigating architecture and structure-function relationships in cold shock DNA-binding domain family using structural genomics-based approach

    Int. J. Biol. Macromol.

    (2019)
  • F. Naz et al.

    PKR-inhibitor binds efficiently with human microtubule affinity-regulating kinase 4

    J. Mol. Graph. Model.

    (2015)
  • T.J. Richmond

    Solvent accessible surface area and excluded volume in proteins. Analytical equations for overlapping spheres and implications for the hydrophobic effect

    J. Mol. Biol.

    (1984)
  • R. Dahiya et al.

    Investigation of inhibitory potential of quercetin to the pyruvate dehydrogenase kinase 3: Towards implications in anticancer therapy

    Int. J. Biol. Macromol.

    (2019)
  • P. Gupta et al.

    Evaluation of ellagic acid as an inhibitor of sphingosine kinase 1: A targeted approach towards anticancer therapy

    Biomed. Pharmacother.

    (2019)
  • S. Anwar et al.

    Implications of Tempol in Pyruvate Dehydrogenase Kinase 3 Targeted Anticancer therapeutics: Computational, Spectroscopic and Calorimetric Studies

    J. Mol. Liq.

    (2022)
  • M. Alam et al.

    Epigallocatechin 3-gallate: From green tea to cancer therapeutics

    Food Chem.

    (2022)
  • S. Ali et al.

    Natural products can be used in therapeutic management of COVID-19: Probable mechanistic insights

    Biomed. Pharmacother.

    (2022)
  • Y. Augustin et al.

    Artemisinins as a novel anti-cancer therapy: targeting a global cancer pandemic through drug repurposing

    Pharmacol. Ther.

    (2020)
  • S. Krishna et al.

    Artemisinins: their growing importance in medicine

    Trends Pharmacol. Sci.

    (2008)
  • T. Efferth

    From ancient herb to modern drug: Artemisia annua and artemisinin for cancer therapy, Seminars in cancer biology

    Elsevier

    (2017)
  • W.-L. Xie et al.

    Effect of 4-(12-dihydroartemisininoxy) benzoic acid hydrazide transferrin tagged drug on human breast cancer cells

    Chin. J. Anal. Chem.

    (2009)
  • T. Efferth et al.

    Enhancement of cytotoxicity of artemisinins toward cancer cells by ferrous iron

    Free Radical Biol. Med.

    (2004)
  • A. Fishbein et al.

    Carcinogenesis: Failure of resolution of inflammation?

    Pharmacol. Ther.

    (2021)
  • T.T. Ashburn et al.

    Drug repositioning: identifying and developing new uses for existing drugs

    Nat. Rev. Drug Discovery

    (2004)
  • J.W. Scannell et al.

    Diagnosing the decline in pharmaceutical R&D efficiency

    Nat. Rev. Drug Discovery

    (2012)
  • F. Pammolli et al.

    The productivity crisis in pharmaceutical R&D

    Nat. Rev. Drug Discovery

    (2011)
  • D.J. Drucker

    Advances in oral peptide therapeutics

    Nat. Rev. Drug Discovery

    (2020)
  • S. Pushpakom et al.

    Drug repurposing: progress, challenges and recommendations

    Nat. Rev. Drug Discovery

    (2019)
  • R.L. Siegel et al.

    Cancer statistics, 2020

    CA: Cancer J. Clin.

    (2020)
  • G.J. Yoshida

    Metabolic reprogramming: the emerging concept and associated therapeutic strategies

    J. Exp. Clin. Cancer Res.

    (2015)
  • P. Saraei et al.

    The beneficial effects of metformin on cancer prevention and therapy: a comprehensive review of recent advances

    Cancer Manage. Res.

    (2019)
  • D. Li et al.

    Mechanisms and molecular targets of artemisinin in cancer treatment

    Cancer Invest.

    (2021)
  • M.S. Patel et al.

    Regulation of mammalian pyruvate dehydrogenase complex by phosphorylation: complexity of multiple phosphorylation sites and kinases

    Exp. Mol. Med.

    (2001)
  • M.M. Bowker-kinley et al.

    Evidence for existence of tissue-specific regulation of the mammalian pyruvate dehydrogenase complex

    Biochem. J.

    (1998)
  • L. Feng et al.

    miR-497-5p inhibits gastric cancer cell proliferation and growth through targeting PDK3

    Biosci. Rep.

    (2019)
  • L. Cui et al.

    Overexpression of PDK2 and PDK3 reflects poor prognosis in acute myeloid leukemia

    Cancer Gene Ther.

    (2020)
  • S. Anwar et al.

    Discovery of Hordenine as a potential inhibitor of pyruvate dehydrogenase kinase 3: implication in lung Cancer therapy

    Biomedicines

    (2020)
  • Cited by (0)

    View full text