Rational Design of a Transferrin-Binding Peptide Sequence Tailored to Targeted Nanoparticle Internalization
The transferrin receptor (TfR) is a promising target in cancer therapy owing to its overexpression in most solid tumors and on the blood–brain barrier. Nanostructures chemically derivatized with transferrin are employed in TfR targeting but often lose their functionality upon injection in the bloods...
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Veröffentlicht in: | Bioconjugate chemistry 2017-02, Vol.28 (2), p.471-480 |
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creator | Santi, Melissa Maccari, Giuseppe Mereghetti, Paolo Voliani, Valerio Rocchiccioli, Silvia Ucciferri, Nadia Luin, Stefano Signore, Giovanni |
description | The transferrin receptor (TfR) is a promising target in cancer therapy owing to its overexpression in most solid tumors and on the blood–brain barrier. Nanostructures chemically derivatized with transferrin are employed in TfR targeting but often lose their functionality upon injection in the bloodstream. As an alternative strategy, we rationally designed a peptide coating able to bind transferrin on suitable pockets not involved in binding to TfR or iron by using an iterative multiscale-modeling approach coupled with quantitative structure–activity and relationship (QSAR) analysis and evolutionary algorithms. We tested that selected sequences have low aspecific protein adsorption and high binding energy toward transferrin, and one of them is efficiently internalized in cells with a transferrin-dependent pathway. Furthermore, it promotes transferrin-mediated endocytosis of gold nanoparticles by modifying their protein corona and promoting oriented adsorption of transferrin. This strategy leads to highly effective nanostructures, potentially useful in diagnostic and therapeutic applications, which exploit (and do not suffer) the protein solvation for achieving a better targeting. |
doi_str_mv | 10.1021/acs.bioconjchem.6b00611 |
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Nanostructures chemically derivatized with transferrin are employed in TfR targeting but often lose their functionality upon injection in the bloodstream. As an alternative strategy, we rationally designed a peptide coating able to bind transferrin on suitable pockets not involved in binding to TfR or iron by using an iterative multiscale-modeling approach coupled with quantitative structure–activity and relationship (QSAR) analysis and evolutionary algorithms. We tested that selected sequences have low aspecific protein adsorption and high binding energy toward transferrin, and one of them is efficiently internalized in cells with a transferrin-dependent pathway. Furthermore, it promotes transferrin-mediated endocytosis of gold nanoparticles by modifying their protein corona and promoting oriented adsorption of transferrin. This strategy leads to highly effective nanostructures, potentially useful in diagnostic and therapeutic applications, which exploit (and do not suffer) the protein solvation for achieving a better targeting.</description><identifier>ISSN: 1043-1802</identifier><identifier>EISSN: 1520-4812</identifier><identifier>DOI: 10.1021/acs.bioconjchem.6b00611</identifier><identifier>PMID: 27977155</identifier><language>eng</language><publisher>United States: American Chemical Society</publisher><subject>Adsorption ; Algorithms ; Amino Acid Sequence ; Binding sites ; Cell Line, Tumor ; Endocytosis ; Gold - chemistry ; Gold - metabolism ; Humans ; Models, Molecular ; Nanoparticles ; Nanoparticles - chemistry ; Nanoparticles - metabolism ; Peptides ; Peptides - chemistry ; Peptides - metabolism ; Protein Binding ; Protein Corona - chemistry ; Protein Corona - metabolism ; Proteins ; Quantitative Structure-Activity Relationship ; Receptors, Transferrin - metabolism ; Transferrin - chemistry ; Transferrin - metabolism</subject><ispartof>Bioconjugate chemistry, 2017-02, Vol.28 (2), p.471-480</ispartof><rights>Copyright © 2016 American Chemical Society</rights><rights>Copyright American Chemical Society Feb 15, 2017</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a521t-5663752ac9f3c585758c7d7a90caddd76819d8ab7d6b1b3cb75b82e76e37b2753</citedby><cites>FETCH-LOGICAL-a521t-5663752ac9f3c585758c7d7a90caddd76819d8ab7d6b1b3cb75b82e76e37b2753</cites><orcidid>0000-0003-1311-3349 ; 0000-0002-0067-2240 ; 0000-0001-6012-592X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/acs.bioconjchem.6b00611$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/acs.bioconjchem.6b00611$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>314,776,780,2752,27053,27901,27902,56713,56763</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27977155$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Santi, Melissa</creatorcontrib><creatorcontrib>Maccari, Giuseppe</creatorcontrib><creatorcontrib>Mereghetti, Paolo</creatorcontrib><creatorcontrib>Voliani, Valerio</creatorcontrib><creatorcontrib>Rocchiccioli, Silvia</creatorcontrib><creatorcontrib>Ucciferri, Nadia</creatorcontrib><creatorcontrib>Luin, Stefano</creatorcontrib><creatorcontrib>Signore, Giovanni</creatorcontrib><title>Rational Design of a Transferrin-Binding Peptide Sequence Tailored to Targeted Nanoparticle Internalization</title><title>Bioconjugate chemistry</title><addtitle>Bioconjugate Chem</addtitle><description>The transferrin receptor (TfR) is a promising target in cancer therapy owing to its overexpression in most solid tumors and on the blood–brain barrier. Nanostructures chemically derivatized with transferrin are employed in TfR targeting but often lose their functionality upon injection in the bloodstream. As an alternative strategy, we rationally designed a peptide coating able to bind transferrin on suitable pockets not involved in binding to TfR or iron by using an iterative multiscale-modeling approach coupled with quantitative structure–activity and relationship (QSAR) analysis and evolutionary algorithms. We tested that selected sequences have low aspecific protein adsorption and high binding energy toward transferrin, and one of them is efficiently internalized in cells with a transferrin-dependent pathway. Furthermore, it promotes transferrin-mediated endocytosis of gold nanoparticles by modifying their protein corona and promoting oriented adsorption of transferrin. This strategy leads to highly effective nanostructures, potentially useful in diagnostic and therapeutic applications, which exploit (and do not suffer) the protein solvation for achieving a better targeting.</description><subject>Adsorption</subject><subject>Algorithms</subject><subject>Amino Acid Sequence</subject><subject>Binding sites</subject><subject>Cell Line, Tumor</subject><subject>Endocytosis</subject><subject>Gold - chemistry</subject><subject>Gold - metabolism</subject><subject>Humans</subject><subject>Models, Molecular</subject><subject>Nanoparticles</subject><subject>Nanoparticles - chemistry</subject><subject>Nanoparticles - metabolism</subject><subject>Peptides</subject><subject>Peptides - chemistry</subject><subject>Peptides - metabolism</subject><subject>Protein Binding</subject><subject>Protein Corona - chemistry</subject><subject>Protein Corona - metabolism</subject><subject>Proteins</subject><subject>Quantitative Structure-Activity Relationship</subject><subject>Receptors, Transferrin - metabolism</subject><subject>Transferrin - chemistry</subject><subject>Transferrin - metabolism</subject><issn>1043-1802</issn><issn>1520-4812</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkUtvEzEURi0Eom3gLxRLbNhMsD21r2cJLX1IFSAI65Efd1KHiZ3akwX8-jpNeIgNK3-Lc8-98kfIK87mnAn-1rgytyG5FFfuDtdzZRlTnD8hx1wK1pxpLp7WzM7ahmsmjshJKSvGWMe1eE6OBHQAXMpj8v2LmUKKZqQXWMIy0jRQQxfZxDJgziE270P0IS7pZ9xMwSP9ivdbjA7pwoQxZfR0SjXnJU41fzQxbUyeghuR3sQJc3WHn49LXpBngxkLvjy8M_Lt8sPi_Lq5_XR1c_7utjFS8KmRSrUghXHd0DqpJUjtwIPpmDPee1Cad14bC15ZbltnQVotEBS2YAXIdkbe7L2bnOqtZerXoTgcRxMxbUvPNYBupWSioq__QVdpuzt5R6lOQ6fqH84I7CmXUykZh36Tw9rkHz1n_a6PvvbR_9VHf-ijTp4e_Fu7Rv977lcBFWj3wM7wZ_d_tA-CHp12</recordid><startdate>20170215</startdate><enddate>20170215</enddate><creator>Santi, Melissa</creator><creator>Maccari, Giuseppe</creator><creator>Mereghetti, Paolo</creator><creator>Voliani, Valerio</creator><creator>Rocchiccioli, Silvia</creator><creator>Ucciferri, Nadia</creator><creator>Luin, Stefano</creator><creator>Signore, Giovanni</creator><general>American Chemical Society</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QO</scope><scope>7TM</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><orcidid>https://orcid.org/0000-0003-1311-3349</orcidid><orcidid>https://orcid.org/0000-0002-0067-2240</orcidid><orcidid>https://orcid.org/0000-0001-6012-592X</orcidid></search><sort><creationdate>20170215</creationdate><title>Rational Design of a Transferrin-Binding Peptide Sequence Tailored to Targeted Nanoparticle Internalization</title><author>Santi, Melissa ; Maccari, Giuseppe ; Mereghetti, Paolo ; Voliani, Valerio ; Rocchiccioli, Silvia ; Ucciferri, Nadia ; Luin, Stefano ; Signore, Giovanni</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a521t-5663752ac9f3c585758c7d7a90caddd76819d8ab7d6b1b3cb75b82e76e37b2753</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Adsorption</topic><topic>Algorithms</topic><topic>Amino Acid Sequence</topic><topic>Binding sites</topic><topic>Cell Line, Tumor</topic><topic>Endocytosis</topic><topic>Gold - chemistry</topic><topic>Gold - metabolism</topic><topic>Humans</topic><topic>Models, Molecular</topic><topic>Nanoparticles</topic><topic>Nanoparticles - chemistry</topic><topic>Nanoparticles - metabolism</topic><topic>Peptides</topic><topic>Peptides - chemistry</topic><topic>Peptides - metabolism</topic><topic>Protein Binding</topic><topic>Protein Corona - chemistry</topic><topic>Protein Corona - metabolism</topic><topic>Proteins</topic><topic>Quantitative Structure-Activity Relationship</topic><topic>Receptors, Transferrin - metabolism</topic><topic>Transferrin - chemistry</topic><topic>Transferrin - metabolism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Santi, Melissa</creatorcontrib><creatorcontrib>Maccari, Giuseppe</creatorcontrib><creatorcontrib>Mereghetti, Paolo</creatorcontrib><creatorcontrib>Voliani, Valerio</creatorcontrib><creatorcontrib>Rocchiccioli, Silvia</creatorcontrib><creatorcontrib>Ucciferri, Nadia</creatorcontrib><creatorcontrib>Luin, Stefano</creatorcontrib><creatorcontrib>Signore, Giovanni</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><jtitle>Bioconjugate chemistry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Santi, Melissa</au><au>Maccari, Giuseppe</au><au>Mereghetti, Paolo</au><au>Voliani, Valerio</au><au>Rocchiccioli, Silvia</au><au>Ucciferri, Nadia</au><au>Luin, Stefano</au><au>Signore, Giovanni</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Rational Design of a Transferrin-Binding Peptide Sequence Tailored to Targeted Nanoparticle Internalization</atitle><jtitle>Bioconjugate chemistry</jtitle><addtitle>Bioconjugate Chem</addtitle><date>2017-02-15</date><risdate>2017</risdate><volume>28</volume><issue>2</issue><spage>471</spage><epage>480</epage><pages>471-480</pages><issn>1043-1802</issn><eissn>1520-4812</eissn><abstract>The transferrin receptor (TfR) is a promising target in cancer therapy owing to its overexpression in most solid tumors and on the blood–brain barrier. Nanostructures chemically derivatized with transferrin are employed in TfR targeting but often lose their functionality upon injection in the bloodstream. As an alternative strategy, we rationally designed a peptide coating able to bind transferrin on suitable pockets not involved in binding to TfR or iron by using an iterative multiscale-modeling approach coupled with quantitative structure–activity and relationship (QSAR) analysis and evolutionary algorithms. We tested that selected sequences have low aspecific protein adsorption and high binding energy toward transferrin, and one of them is efficiently internalized in cells with a transferrin-dependent pathway. Furthermore, it promotes transferrin-mediated endocytosis of gold nanoparticles by modifying their protein corona and promoting oriented adsorption of transferrin. 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subjects | Adsorption Algorithms Amino Acid Sequence Binding sites Cell Line, Tumor Endocytosis Gold - chemistry Gold - metabolism Humans Models, Molecular Nanoparticles Nanoparticles - chemistry Nanoparticles - metabolism Peptides Peptides - chemistry Peptides - metabolism Protein Binding Protein Corona - chemistry Protein Corona - metabolism Proteins Quantitative Structure-Activity Relationship Receptors, Transferrin - metabolism Transferrin - chemistry Transferrin - metabolism |
title | Rational Design of a Transferrin-Binding Peptide Sequence Tailored to Targeted Nanoparticle Internalization |
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