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Ravichandran K, Kumaran R, Rajendran K, Gunasekaran S, Namasivayam D, Anju K. Investigating the binding dynamics and stability of bovine serum albumin with antibiotics with acridinedione dye. ANNALES PHARMACEUTIQUES FRANÇAISES 2025:S0003-4509(25)00006-9. [PMID: 39855466 DOI: 10.1016/j.pharma.2025.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2024] [Revised: 01/17/2025] [Accepted: 01/20/2025] [Indexed: 01/27/2025]
Abstract
Exploring the energetics and bimolecular interaction of bovine serum albumin (BSA) with various classes and generations of antibiotics in the absence and presence of a resorcinol based acridinedione dye (ADR1) were carried out. The binding stability of BSA-antibiotic complexes decreases on the introduction of ADR1 dye resulting in a positive value of free energy change, accompanied with several unfavourable interactions. Several polar amino acids contributed to the stability of the host-guest complex compared to that of non-polar amino acids, wherein BSA acts as the host, and antibiotics as the guest and ADR1 dye as the competing guest molecule. Hydrogen-bonding interactions govern the binding stability and energetics compared to that of hydrophobic interactions is elucidated in the present study.
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Affiliation(s)
- Keerthiga Ravichandran
- Department of Chemistry, Dwaraka Doss Goverdhan Doss Vaishnav College (Autonomous) (Affiliated to University of Madras), 833, Gokul Bagh, E.V.R.Periyar Road, Arumbakkam, Chennai 600 106, Tamil Nadu, India
| | - Rithika Kumaran
- Employee State Insurance Corporation (ESIC) Medical College and Post Graduate Institute of Medical Science Research (PGIMSR), K.K.Nagar, Chennai 600 078, Tamil Nadu, India
| | - Kumaran Rajendran
- Department of Chemistry, Dwaraka Doss Goverdhan Doss Vaishnav College (Autonomous) (Affiliated to University of Madras), 833, Gokul Bagh, E.V.R.Periyar Road, Arumbakkam, Chennai 600 106, Tamil Nadu, India
| | - Shoba Gunasekaran
- Department of Biotechnology, Dwaraka Doss Goverdhan Doss Vaishnav College (Autonomous) (Affiliated to University of Madras), 833, Gokul Bagh, E.V.R.Periyar Road, Arumbakkam, Chennai 600 106, Tamil Nadu, India
| | - Dhenadhayalan Namasivayam
- Department of Chemistry and Biosciences, Srinivasa Ramanujan Centre, SASTRA Deemed University, Kumbakonam 612 001, Tamil Nadu, India
| | - Krishnan Anju
- Department of Chemistry, Sathyabama Institute of Science and Technology, Kamaraj Nagar, Semmancheri, Chennai 600 119, Tamil Nadu, India.
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2
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Chirizzi C, Pellegatta S, Gori A, Falco J, Rubiu E, Acerbi F, Bombelli FB. Next-generation agents for fluorescence-guided glioblastoma surgery. Bioeng Transl Med 2024; 9:e10608. [PMID: 38818124 PMCID: PMC11135154 DOI: 10.1002/btm2.10608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 08/09/2023] [Accepted: 09/05/2023] [Indexed: 06/01/2024] Open
Abstract
Glioblastoma is a fast-growing and aggressive form of brain cancer. Even with maximal treatment, patients show a low median survival and are often subjected to a high recurrence incidence. The currently available treatments require multimodal management, including maximal safe surgical resection, followed by radiation and chemotherapy. Because of the infiltrative glioblastoma nature, intraoperative differentiation of cancer tissue from normal brain parenchyma is very challenging, and this accounts for the low rate of complete tumor resection. For these reasons, clinicians have increasingly used various intraoperative adjuncts to improve surgical results, such as fluorescent agents. However, most of the existing fluorophores show several limitations such as poor selectivity, photostability, photosensitization and high costs. This could limit their application to successfully improve glioblastoma resection. In the present perspective, we highlight the possibility to develop next-generation fluorescent tools able to more selectively label cancer cells during surgical resection.
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Affiliation(s)
- Cristina Chirizzi
- Department of Chemistry, Materials and Chemical Engineering “Giulio Natta”Politecnico di MilanoMilanoItaly
| | - Serena Pellegatta
- Unit of Immunotherapy of Brain TumorsFondazione IRCCS Istituto Neurologico Carlo BestaMilanItaly
- Unit of NeuroncologyFondazione IRCCS Istituto Neurologico Carlo BestaMilanItaly
| | - Alessandro Gori
- National Research Council of Italy, Istituto di Scienze e Tecnologie Chimiche (SCITEC‐CNR)MilanItaly
| | - Jacopo Falco
- Neurosurgical Unit 2, Department of NeurosurgeryFondazione IRCCS Istituto Neurologico Carlo BestaMilanItaly
| | - Emanuele Rubiu
- Neurosurgical Unit 2, Department of NeurosurgeryFondazione IRCCS Istituto Neurologico Carlo BestaMilanItaly
| | - Francesco Acerbi
- Neurosurgical Unit 2, Department of NeurosurgeryFondazione IRCCS Istituto Neurologico Carlo BestaMilanItaly
- Experimental Microsurgical Laboratory, Department of NeurosurgeryFondazione IRCCS Istituto Neurologico Carlo BestaMilanoItaly
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Komura H, Watanabe R, Mizuguchi K. The Trends and Future Prospective of In Silico Models from the Viewpoint of ADME Evaluation in Drug Discovery. Pharmaceutics 2023; 15:2619. [PMID: 38004597 PMCID: PMC10675155 DOI: 10.3390/pharmaceutics15112619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 11/05/2023] [Accepted: 11/07/2023] [Indexed: 11/26/2023] Open
Abstract
Drug discovery and development are aimed at identifying new chemical molecular entities (NCEs) with desirable pharmacokinetic profiles for high therapeutic efficacy. The plasma concentrations of NCEs are a biomarker of their efficacy and are governed by pharmacokinetic processes such as absorption, distribution, metabolism, and excretion (ADME). Poor ADME properties of NCEs are a major cause of attrition in drug development. ADME screening is used to identify and optimize lead compounds in the drug discovery process. Computational models predicting ADME properties have been developed with evolving model-building technologies from a simplified relationship between ADME endpoints and physicochemical properties to machine learning, including support vector machines, random forests, and convolution neural networks. Recently, in the field of in silico ADME research, there has been a shift toward evaluating the in vivo parameters or plasma concentrations of NCEs instead of using predictive results to guide chemical structure design. Another research hotspot is the establishment of a computational prediction platform to strengthen academic drug discovery. Bioinformatics projects have produced a series of in silico ADME models using free software and open-access databases. In this review, we introduce prediction models for various ADME parameters and discuss the currently available academic drug discovery platforms.
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Affiliation(s)
- Hiroshi Komura
- University Research Administration Center, Osaka Metropolitan University, 1-2-7 Asahimachi, Abeno-ku, Osaka 545-0051, Osaka, Japan
| | - Reiko Watanabe
- Institute for Protein Research, Osaka University, 3-2 Yamadaoka, Suita 565-0871, Osaka, Japan; (R.W.); (K.M.)
- Artificial Intelligence Centre for Health and Biomedical Research, National Institutes of Biomedical Innovation, Health, and Nutrition (NIBIOHN), 3-17 Senrioka-shinmachi, Settu 566-0002, Osaka, Japan
| | - Kenji Mizuguchi
- Institute for Protein Research, Osaka University, 3-2 Yamadaoka, Suita 565-0871, Osaka, Japan; (R.W.); (K.M.)
- Artificial Intelligence Centre for Health and Biomedical Research, National Institutes of Biomedical Innovation, Health, and Nutrition (NIBIOHN), 3-17 Senrioka-shinmachi, Settu 566-0002, Osaka, Japan
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4
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Zhang RR, Choi C, Brunnquell CL, Hernandez R, Pinchuk AN, Grudzinski JG, Clark PA, McMillan AB, Audhya A, Jeffrey J, Kuo JS, Weichert JP. Next-Generation Cancer Magnetic Resonance Imaging With Tumor-Targeted Alkylphosphocholine Metal Analogs. Invest Radiol 2022; 57:655-663. [PMID: 36069439 PMCID: PMC9469686 DOI: 10.1097/rli.0000000000000893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES In an effort to exploit the elevated need for phospholipids displayed by cancer cells relative to normal cells, we have developed tumor-targeted alkylphosphocholines (APCs) as broad-spectrum cancer imaging and therapy agents. Radioactive APC analogs have exhibited selective uptake and prolonged tumor retention in over 50 cancer types in preclinical models, as well as over 15 cancer types in over a dozen clinical trials. To push the structural limits of this platform, we recently added a chelating moiety capable of binding gadolinium and many other metals for cancer-targeted magnetic resonance imaging (MRI), positron emission tomography imaging, and targeted radionuclide therapy. The aim of this work was to synthesize, characterize, and validate the tumor selectivity of a new broad-spectrum, tumor-targeted, macrocyclic MRI chelate, Gd-NM600, in xenograft and orthotopic tumor models. A secondary aim was to identify and track the in vivo chemical speciation and spatial localization of this new chelate Gd-NM600 in order to assess its Gd deposition properties. MATERIALS AND METHODS T1 relaxivities of Gd-NM600 were characterized in water and plasma at 1.5 T and 3.0 T. Tumor uptake and subcellular localization studies were performed using transmission electron microscopy. We imaged 8 different preclinical models of human cancer over time and compared the T1-weighted imaging results to that of a commercial macrocyclic Gd chelate, Gd-DOTA. Finally, matrix-assisted laser desorption and ionization-mass spectrometry imaging was used to characterize and map the tissue distribution of the chemical species of Gd-NM600. RESULTS Gd-NM600 exhibits high T1 relaxivity (approximately 16.4 s-1/mM at 1.5 T), excellent tumor uptake (3.95 %ID/g at 48 hours), prolonged tumor retention (7 days), and MRI conspicuity. Moreover, minimal tumor uptake saturability of Gd-NM600 was observed. Broad-spectrum tumor-specific uptake was demonstrated in 8 different human cancer models. Cancer cell uptake of Gd-NM600 via endosomal internalization and processing was revealed with transmission electron microscopy. Importantly, tissue mass spectrometry imaging successfully interrogated the spatial localization and chemical speciation of Gd compounds and also identified breakdown products of Gd species. CONCLUSIONS We have introduced a new macrocyclic cancer-targeted Gd chelate that achieves broad-spectrum tumor uptake and prolonged retention. Furthermore, we have demonstrated in vivo stability of Gd-NM600 by ultrahigh resolution MS tissue imaging. A tumor-targeted contrast agent coupled with the enhanced imaging resolution of MRI relative to positron emission tomography may transform oncologic imaging.
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Affiliation(s)
- Ray R Zhang
- Department of Radiology, University of Wisconsin School of
Medicine and Public Health, Madison, WI
- Department of Neurological Surgery, University of Wisconsin
School of Medicine and Public Health, Madison, WI
| | - Cynthia Choi
- Department of Pharmaceutical Sciences, University of
Wisconsin School of Medicine and Public Health, Madison, WI
| | - Christina L Brunnquell
- Department of Medical Physics, University of Wisconsin
School of Medicine and Public Health, Madison, WI
- University of Washington, Dell Medical School, University
of Texas at Austin, Austin, TX
| | - Reinier Hernandez
- Department of Radiology, University of Wisconsin School of
Medicine and Public Health, Madison, WI
- Department of Medical Physics, University of Wisconsin
School of Medicine and Public Health, Madison, WI
| | - Anatoly N Pinchuk
- Department of Radiology, University of Wisconsin School of
Medicine and Public Health, Madison, WI
| | - Joseph G. Grudzinski
- Department of Radiology, University of Wisconsin School of
Medicine and Public Health, Madison, WI
| | - Paul A Clark
- Department of Neurological Surgery, University of Wisconsin
School of Medicine and Public Health, Madison, WI
| | - Alan B McMillan
- Department of Radiology, University of Wisconsin School of
Medicine and Public Health, Madison, WI
| | - Anjon Audhya
- Carbone Cancer Center, University of Wisconsin School of
Medicine and Public Health, Madison, WI
| | - Justin Jeffrey
- Carbone Cancer Center, University of Wisconsin School of
Medicine and Public Health, Madison, WI
| | - John S Kuo
- Department of Neurological Surgery, University of Wisconsin
School of Medicine and Public Health, Madison, WI
- Carbone Cancer Center, University of Wisconsin School of
Medicine and Public Health, Madison, WI
- Department of Neurosurgery, Dell Medical School, University
of Texas at Austin, Austin, TX
| | - Jamey P Weichert
- Department of Radiology, University of Wisconsin School of
Medicine and Public Health, Madison, WI
- Carbone Cancer Center, University of Wisconsin School of
Medicine and Public Health, Madison, WI
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A study of the interactions between ephedrine and human serum albumin based on spectroscopic, electrochemical and docking assessments. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2021.118058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Chen B, Luo H, Chen W, Huang Q, Zheng K, Xu D, Li S, Liu A, Huang L, Zheng Y, Lin X, Yao H. Pharmacokinetics, Tissue Distribution, and Human Serum Albumin Binding Properties of Delicaflavone, a Novel Anti-Tumor Candidate. Front Pharmacol 2021; 12:761884. [PMID: 34867382 PMCID: PMC8635734 DOI: 10.3389/fphar.2021.761884] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 10/27/2021] [Indexed: 01/12/2023] Open
Abstract
Delicaflavone (DF), a natural active ingredient from Selaginella doederleinii Hieron, has been reported to have favorable anticancer effects and is thus considered a potential anticancer agent. However, its pharmacokinetics and plasma protein binding properties remain unknown. Here, we investigated the pharmacokinetic profile of DF in rats using a validated HPLC-MS/MS methods, as well as its human serum albumin (HSA) binding properties through multi-spectroscopic and in silico methods. The results showed that DF was rapidly eliminated and had a widespread tissue distribution after intravenous administration. DF showed linear dynamics in the dose range of 30–60 mg/kg and poor oral bioavailability. The major distribution tissues of DF were the liver, lungs, and kidneys. Ultraviolet and fluorescence spectroscopy and molecular docking demonstrated that DF had a static quenching effect on HSA, with one binding site, and relatively strong binding constants. Thermodynamic analysis of the binding data revealed that hydrogen bonding and van der Waals interactions played major roles in binding. The results of this study further our understanding of the pharmacokinetic and plasma protein binding properties of the potential anticancer agent DF and shed light on pharmacological strategies that may be useful for the development of novel cancer therapeutics.
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Affiliation(s)
- Bing Chen
- Key Laboratory of Nanomedical Technology (Education Department of Fujian Province), School of Pharmacy, Nano Medical Technology Research Institute, Fujian Medical University, Fuzhou, China.,Department of Pharmaceutical Analysis, School of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Hongbin Luo
- Department of Pharmaceutical Analysis, School of Pharmacy, Fujian Medical University, Fuzhou, China.,Department of Orthopedic, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Weiying Chen
- Department of Pharmaceutical Analysis, School of Pharmacy, Fujian Medical University, Fuzhou, China.,Department of Pharmacy, Xiamen Humanity Hospital, Fujian Medical University, Xiamen, China
| | - Qishu Huang
- Department of Pharmaceutical Analysis, School of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Kaifan Zheng
- Department of Pharmaceutical Analysis, School of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Dafen Xu
- Department of Pharmaceutical Analysis, School of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Shaoguang Li
- Department of Pharmaceutical Analysis, School of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Ailin Liu
- Department of Pharmaceutical Analysis, School of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Liying Huang
- Department of Pharmaceutical Analysis, School of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Yanjie Zheng
- Department of Pharmaceutical Analysis, School of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Xinhua Lin
- Key Laboratory of Nanomedical Technology (Education Department of Fujian Province), School of Pharmacy, Nano Medical Technology Research Institute, Fujian Medical University, Fuzhou, China.,Department of Pharmaceutical Analysis, School of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Hong Yao
- Department of Pharmaceutical Analysis, School of Pharmacy, Fujian Medical University, Fuzhou, China.,Fujian Key Laboratory of Drug Target Discovery and Structural and Functional Research, Fujian Medical University, Fuzhou, China
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Ahmed H, Carter KC, Williams RA. Structure and Antiparasitic Activity Relationship of Alkylphosphocholine Analogues against Leishmania donovani. Microorganisms 2020; 8:microorganisms8081117. [PMID: 32722326 PMCID: PMC7463460 DOI: 10.3390/microorganisms8081117] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 07/14/2020] [Accepted: 07/23/2020] [Indexed: 11/16/2022] Open
Abstract
Miltefosine (Milt) is the only oral treatment for visceral leishmaniasis (VL) but its use is associated with adverse effects, e.g., teratogenicity, vomiting, diarrhoea. Understanding how its chemical structure induces cytotoxicity, whilst not compromising its anti-parasitic efficacy, could identify more effective compounds. Therefore, we systemically modified the compound’s head, tail and linker tested the in vitro activity of three alkylphosphocholines (APC) series against Leishmania donovani strains with different sensitivities to antimony. The analogue, APC12, with an alkyl carbon chain of 12 atoms, was also tested for anti-leishmanial in vivo activity in a murine VL model. All APCs produced had anti-leishmanial activity in the micromolar range (IC50 and IC90, 0.46– > 82.21 µM and 4.14–739.89 µM; 0.01– > 8.02 µM and 0.09–72.18 µM, respectively, against promastigotes and intracellular amastigotes). The analogue, APC12 was the most active, was 4–10 fold more effective than the parent Milt molecule (APC16), irrespective of the strain’s sensitivity to antimony. Intravenous administration of 40 mg/kg APC12 to L. donovani infected BALB/c mice reduced liver and spleen parasite burdens by 60 ± 11% and 60 ± 19%, respectively, while oral administration reduced parasite load in the bone marrow by 54 ± 34%. These studies confirm that it is possible to alter the Milt structure and produce more active anti-leishmanial compounds.
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Affiliation(s)
- Humera Ahmed
- Institute of Biomedical and Environmental Health Research, University of the West of Scotland School of Science and Sport High Street Paisley, Scotland PA1 2BE, UK;
| | - Katharine C. Carter
- Strathclyde Institute of Pharmacy & Biomedical Sciences, University of Strathclyde 121 Cathedral Street Glasgow, Scotland G4 ONR, UK;
| | - Roderick A.M. Williams
- Institute of Biomedical and Environmental Health Research, University of the West of Scotland School of Science and Sport High Street Paisley, Scotland PA1 2BE, UK;
- Correspondence:
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Understanding the bioconjugation reaction of phenthoate with human serum albumin: New insights from experimental and computational approaches. Toxicol Lett 2019; 314:124-132. [DOI: 10.1016/j.toxlet.2019.07.025] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 07/11/2019] [Accepted: 07/26/2019] [Indexed: 12/19/2022]
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