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1.
J Mater Chem B ; 11(19): 4181-4190, 2023 05 17.
Article in English | MEDLINE | ID: mdl-37092346

ABSTRACT

Actively targeted drug loaded nanoparticles represent an exciting new form of therapeutics for cancer and other diseases. These formulations are complex and in order to realize their ultimate potential, optimization of their preparation is required. In this current study, we have examined the conjugation of a model targeting ligand, conjugated in a site-specific manner using a vinyl sulfone coupling approach. A disulfide-functionalized poly(L-lactide)-b-poly(oligo(ethylene glycol) methacrylate)-stat-(bis(2-methacryloyl)oxyethyl disulfide) (PLA-b-P(OEGMA-stat-DSDMA)) diblock copolymer was synthesized by simultaneous ring opening polymerization (ROP) and reversible addition-fragmentation chain transfer (RAFT) polymerization. Subsequently, the disulfide bonds of the polymer were reduced to thiols and divinyl sulfone was attached to the polymer using thiol-ene chemistry to produce the vinyl sulfone (VS)-functionalized PLA-b-P(OEGMA-stat-VSTEMA) amphiphilic block copolymer. Single emulsion - solvent evaporation was employed using a blend of this polymer with poly(D,L-lactide-co-glycolide) (PLGA) to produce VS-functionalized polymeric nanoparticles. The ability of these novel nanoparticles to attach ligands was then exemplified using a single domain variable new antigen receptor (VNAR) with a free carboxyl terminal cysteine residue. The resulting VNAR-functionalized nanoparticles were found to maintain specific affinity to their cognate antigen (DLL4) for at least 72 h at 4 °C. The simplicity of the degradable amphiphilic block copolymer synthesis and the efficiency of VNAR conjugation to the VS-functionalized nanoparticles show the potential of this platform for therapeutic development.


Subject(s)
Nanoparticles , Polymers , Ligands , Polymers/chemistry , Nanoparticles/chemistry , Polyesters , Receptors, Antigen
2.
IEEE Trans Pattern Anal Mach Intell ; 44(11): 7327-7347, 2022 11.
Article in English | MEDLINE | ID: mdl-34591756

ABSTRACT

Deep generative models are a class of techniques that train deep neural networks to model the distribution of training samples. Research has fragmented into various interconnected approaches, each of which make trade-offs including run-time, diversity, and architectural restrictions. In particular, this compendium covers energy-based models, variational autoencoders, generative adversarial networks, autoregressive models, normalizing flows, in addition to numerous hybrid approaches. These techniques are compared and contrasted, explaining the premises behind each and how they are interrelated, while reviewing current state-of-the-art advances and implementations.


Subject(s)
Algorithms , Neural Networks, Computer
3.
Nanoscale ; 13(35): 15010-15020, 2021 Sep 17.
Article in English | MEDLINE | ID: mdl-34533174

ABSTRACT

For effective targeted therapy of cancer with chemotherapy-loaded nanoparticles (NPs), antigens that are selective for cancer cells should be targeted to minimise off-tumour toxicity. Human leukocyte antigens (HLAs) are attractive cancer targets as they can present peptides from tumour-selective proteins on the cell surface, which can be recognised by T cells via T cell receptors (TCRs). In this study, docetaxel-loaded polymeric NPs were conjugated to recombinant affinity-enhanced TCRs to target breast cancer cells presenting a tumour-selective peptide-HLA complex. The TCR-conjugated nanoparticles enabled enhanced delivery of docetaxel and induced cell death through tumour-specific peptide-HLA targeting. These in vitro data demonstrate the potential of targeting tumour-restricted peptide-HLA epitopes using high affinity TCR-conjugated nanoparticles, representing a novel treatment strategy to deliver therapeutic drugs specifically to cancer cells.


Subject(s)
Nanoparticles , Receptors, Antigen, T-Cell , Antigens, Neoplasm , Cell Line, Tumor , Docetaxel , Humans , T-Lymphocytes
4.
Antiviral Res ; 194: 105147, 2021 10.
Article in English | MEDLINE | ID: mdl-34375715

ABSTRACT

The SARS-CoV-2 receptor angiotensin converting enzyme 2 (ACE2) was previously engineered into a high affinity tetravalent format (ACE2-Fc-TD) that is a potential decoy protein in SARS-CoV-2 infection.We report that this protein shows greatly enhanced binding to SARS-CoV-2 spike proteins of the SARS-CoV-2 variants of concern B.1.1.7 (alpha variant, originally isolated in the United Kingdom) and B.1.351 (beta variant, originally isolated in South Africa) with picomolar compared with nanomolar Kd values. In addition, ACE2-Fc-TD displays greater neutralization of SARS-CoV-2 pseudotype viruses compared to a dimeric ACE2-Fc, with enhanced activity on variant B.1.351. This tetrameric decoy protein would be a valuable addition to SARS-CoV-2 therapeutic approaches, especially where vaccination cannot be used but also should there be any future coronavirus pandemics.


Subject(s)
Angiotensin-Converting Enzyme 2/pharmacology , Antiviral Agents/metabolism , COVID-19/prevention & control , SARS-CoV-2/drug effects , Spike Glycoprotein, Coronavirus/antagonists & inhibitors , Angiotensin-Converting Enzyme 2/chemistry , Angiotensin-Converting Enzyme 2/metabolism , Antiviral Agents/chemistry , COVID-19/enzymology , COVID-19/virology , Cell Line , Humans , Kinetics , Mutation , Protein Binding , Protein Domains , SARS-CoV-2/isolation & purification , Spike Glycoprotein, Coronavirus/metabolism , COVID-19 Drug Treatment
5.
Zootaxa ; 4995(1): 71-95, 2021 Jun 29.
Article in English | MEDLINE | ID: mdl-34186816

ABSTRACT

Forty-nine years after the last description of a slippery frog, we describe a seventh species of the genus Conraua. The new Conraua is endemic to the Atewa Range Forest Reserve, central Ghana, and is described based on genetic, bioacoustics, and morphological evidence. Recent molecular phylogenetic and species delimitation analyses support this population as distinct from nominotypical C. derooi in eastern Ghana and adjacent Togo. The new species is sister to C. derooi, from which it differs ~4% in the DNA sequence for mitochondrial ribosomal 16S. Genetic divergences in 16S to other species of Conraua range from 412%. The new species is distinguished morphologically from its congeners, including C. derooi, by the combination of the following characters: medium body size, robust limbs, lateral dermal fringing along edges of fingers, cream ventral color with brown mottling, the presence of a lateral line system, indistinct tympanum, the presence of inner, outer, and middle palmar tubercles, and two subarticular tubercles on fingers III and IV. We compare the advertisement calls of the new species with the calls from C. derooi and find that they differ by duration, frequency modulation, and dominant frequency. We discuss two potential drivers of speciation between C. derooi and the new species, including river barriers and fragmentation of previously more widespread forests in West Africa. Finally, we highlight the importance of the Atewa Range Forest Reserve as a critical conservation area within the Upper Guinean biodiversity hotspot.


Subject(s)
Anura/anatomy & histology , Anura/classification , Biodiversity , Animals , Endangered Species , Ghana , Phylogeny , RNA, Ribosomal, 16S/genetics
6.
Sci Rep ; 11(1): 10617, 2021 05 19.
Article in English | MEDLINE | ID: mdl-34012108

ABSTRACT

Approaches are needed for therapy of the severe acute respiratory syndrome from SARS-CoV-2 coronavirus (COVID-19). Interfering with the interaction of viral antigens with the angiotensin converting enzyme 2 (ACE-2) receptor is a promising strategy by blocking the infection of the coronaviruses into human cells. We have implemented a novel protein engineering technology to produce a super-potent tetravalent form of ACE2, coupled to the human immunoglobulin γ1 Fc region, using a self-assembling, tetramerization domain from p53 protein. This high molecular weight Quad protein (ACE2-Fc-TD) retains binding to the SARS-CoV-2 receptor binding spike protein and can form a complex with the spike protein plus anti-viral antibodies. The ACE2-Fc-TD acts as a powerful decoy protein that out-performs soluble monomeric and dimeric ACE2 proteins and blocks both SARS-CoV-2 pseudovirus and SARS-CoV-2 virus infection with greatly enhanced efficacy. The ACE2 tetrameric protein complex promise to be important for development as decoy therapeutic proteins against COVID-19. In contrast to monoclonal antibodies, ACE2 decoy is unlikely to be affected by mutations in SARS-CoV-2 that are beginning to appear in variant forms. In addition, ACE2 multimeric proteins will be available as therapeutic proteins should new coronaviruses appear in the future because these are likely to interact with ACE2 receptor.


Subject(s)
Angiotensin-Converting Enzyme 2/chemistry , Angiotensin-Converting Enzyme 2/pharmacology , Antiviral Agents/metabolism , COVID-19/prevention & control , Protein Engineering/methods , SARS-CoV-2/drug effects , Spike Glycoprotein, Coronavirus/antagonists & inhibitors , Angiotensin-Converting Enzyme 2/metabolism , Animals , Antiviral Agents/chemistry , COVID-19/enzymology , COVID-19/virology , Cell Line , Drug Design , Haplorhini , Humans , Protein Binding , Protein Structural Elements , SARS-CoV-2/isolation & purification , SARS-CoV-2/metabolism , Spike Glycoprotein, Coronavirus/metabolism , COVID-19 Drug Treatment
7.
Sci Rep ; 11(1): 10475, 2021 05 18.
Article in English | MEDLINE | ID: mdl-34006961

ABSTRACT

Infection by the severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) causes COVID-19 disease. Therapeutic antibodies are being developed that interact with the viral spike proteins to limit viral infection of epithelium. We have applied a method to dramatically improve the performance of anti-SARS-CoV-2 antibodies by enhancing avidity through multimerization using simple engineering to yield tetrameric antibodies. We have re-engineered six anti-SARS-CoV-2 antibodies using the human p53 tetramerization domain, including three clinical trials antibodies casirivimab, imdevimab and etesevimab. The method yields tetrameric antibodies, termed quads, that retain efficient binding to the SARS-CoV-2 spike protein, show up to two orders of magnitude enhancement in neutralization of pseudovirus infection and retain potent interaction with virus variant of concern spike proteins. The tetramerization method is simple, general and its application is a powerful methodological development for SARS-CoV-2 antibodies that are currently in pre-clinical and clinical investigation.


Subject(s)
SARS-CoV-2/metabolism , Single-Chain Antibodies/immunology , Spike Glycoprotein, Coronavirus/immunology , Antibodies, Neutralizing/immunology , Antibodies, Neutralizing/therapeutic use , Antigen-Antibody Reactions , COVID-19/virology , Enzyme-Linked Immunosorbent Assay , HEK293 Cells , Humans , Neutralization Tests , Protein Domains , Protein Multimerization , Recombinant Proteins/biosynthesis , Recombinant Proteins/immunology , Recombinant Proteins/isolation & purification , Recombinant Proteins/therapeutic use , SARS-CoV-2/immunology , SARS-CoV-2/isolation & purification , Single-Chain Antibodies/chemistry , Single-Chain Antibodies/genetics , Single-Chain Antibodies/therapeutic use , Surface Plasmon Resonance , Tumor Suppressor Protein p53/chemistry , COVID-19 Drug Treatment
8.
Nanoscale ; 12(27): 14751-14763, 2020 Jul 21.
Article in English | MEDLINE | ID: mdl-32626858

ABSTRACT

Whilst there is an extensive body of preclinical nanomedicine research, translation to clinical settings has been slow. Here we present a novel approach to the targeted nanoparticle (NP) concept: utilizing both a novel targeting ligand, VNAR (Variable New Antigen Receptor), a shark-derived single chain binding domain, and an under-investigated target in delta-like ligand 4 (DLL4). We describe the development of an anti-DLL4 VNAR and the site-specific conjugation of this to poly(lactic-co-glycolic) acid PEGylated NPs using surface maleimide functional groups. These nanoconjugates were shown to specifically bind DLL4 with high affinity and were preferentially internalized by DLL4-expressing pancreatic cancer cell lines and endothelial cells. Furthermore, a distinct anti-angiogenic effect endowed by the anti-DLL4 VNAR was evident in in vitro tubulogenic assays. Taken together these findings highlight the potential of anti-DLL4 targeted polymeric NPs as a novel therapeutic approach in pancreatic cancer.


Subject(s)
Nanoparticles , Pancreatic Neoplasms , Angiogenesis Inhibitors , Endothelial Cells , Humans , Nanoconjugates , Nanomedicine , Pancreatic Neoplasms/drug therapy
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