2013
DOI: 10.1021/ac402069j
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Classification of Lectins by Pattern Recognition Using Glyconanoparticles

Abstract: Carbohydrate-functionalized gold nanoparticles were employed to differentiate plant-legume lectins using a statistical analysis method of linear discriminant analysis (LDA). Various carbohydrates were conjugated on gold nanoparticles, and the resulting glyconanoparticles were treated with lectins. Changes in the localized surface plasmon resonance of the glyconanoparticles upon lectin binding were recorded and the data were subjected to LDA. Results showed that the glyconanoparticles successfully differentiate… Show more

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Cited by 31 publications
(22 citation statements)
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“…This protocol could reproducibly generate nanoparticles with predicable sizes. Similarly, in our photocoupling protocol, gold nanoparticles are first subjected to thiol/disulfide-terminated perfluoroaryl azides, and are then subjected to light activation in the presence of carbohydrates (Jayawardena et al, 2013b). With this protocol, a wide range of mono-, oligo-, and polysaccharides have been conjugated to different nanomaterials.…”
Section: Synthesis Of Glyconanomaterialsmentioning
confidence: 99%
“…This protocol could reproducibly generate nanoparticles with predicable sizes. Similarly, in our photocoupling protocol, gold nanoparticles are first subjected to thiol/disulfide-terminated perfluoroaryl azides, and are then subjected to light activation in the presence of carbohydrates (Jayawardena et al, 2013b). With this protocol, a wide range of mono-, oligo-, and polysaccharides have been conjugated to different nanomaterials.…”
Section: Synthesis Of Glyconanomaterialsmentioning
confidence: 99%
“…Many studies have taken advantage of the change in LSPR, often resulting in a color change visible by naked eyes, as a means to study carbohydrate-mediated interactions or as a detection mechanism for sensing carbohydrates [7275]. We employed carbohydrate-conjugated Au nanoparticles (AuNPs) to differentiate plant-legume lectins [76]. Various AuNPs were treated with lectins, and changes in LSPR were subjected to linear discriminant analysis to successfully differentiate all lectins.…”
Section: Preparation Of Glyconanomaterialsmentioning
confidence: 99%
“…For the photoinitiated carbohydrate conjugation to SNPs, a method developed in our laboratory the nanoparticles were first functionalized with PFPA-silane, after which the carbohydrates were conjugated by irradiation in the presence of carbohydrates. Using this methodology we have for example prepared carbohydrate-functionalized SNPs from different mono- and oligosaccharides [15, 76, 122124]. …”
Section: Preparation Of Glyconanomaterialsmentioning
confidence: 99%
“…Glyconanoparticles presenting different sugars have been shown to differentiate between a set of 4 lectins using a pattern recognition approach. 54 …”
Section: Introductionmentioning
confidence: 99%