| Literature DB >> 21187942 |
Antonella Pujia1, Francesco De Angelis, Domenica Scumaci, Marco Gaspari, Carlo Liberale, Patrizio Candeloro, Giovanni Cuda, Enzo Di Fabrizio.
Abstract
BACKGROUND: Human serum has the potential to become the most informative source of novel biomarkers, but its study is very difficult due to the incredible complexity of its molecular composition. We describe a novel tool based on biodegradable nanoporous nanoparticles (NPNPs) that allows the harvesting of low-molecular-weight fractions of crude human serum or other biofluids. NPNPs with a diameter of 200 nm and pore size of a few nm were obtained by ultrasonication of nanoporous silicon. When incubated with a solution, the NPNPs harvest only the molecules small enough to be absorbed into the nanopores. Then they can be recovered by centrifugation and dissolved in water, making the harvested molecules available for further analyses.Entities:
Keywords: biomarker discovery; harvesting; human serum proteomics; nanoparticle; nanoporous silicon
Mesh:
Substances:
Year: 2010 PMID: 21187942 PMCID: PMC3010152 DOI: 10.2147/IJN.S12865
Source DB: PubMed Journal: Int J Nanomedicine ISSN: 1176-9114
Figure 1Pictorial description of the whole process from nanoparticles fabrication to splitting: (a) anodization of silicon wafer to produce porous silicon film; (b) porous silicon film on silicon substrate; (c) nanoporous nanoparticles (NPNPs) fabricated by ultrasonication; (d) incubation of the nanoparticles with biological fluid; (e) centrifugation and wash; (f) supernatant; (g) pellet (physiological solution is added to dissolve it); (h) low-molecular-weight (LMW) harvesting and enrichment is demonstrated on a gel electrophoresis. The middle panel shows a scanning electron microscope image of nanoparticles.
Abbreviation: HMW, high molecular weight.
Figure 2Nanoporous nanoparticles characterization. Scanning electron microscope images of nanoporous nanoparticles dried on a slide (panels A and B). The pores of the particles are too small to be shown, but the typical emission spectrum in red-orange band (panels C and D) indicates a pore size of about 2–3 nm (excitation wavelength 408 nm).
Figure 3Optical and fluorescence images of the nanoporous nanoparticles (NPNPs) after incubation with 2 fluorescent polymers of different molecular weights (MWs): dextran-FITC 14 kDa (panels A and B), and dextran-FITC 6 kDa (panels C and D). The adsorption of the lighter polymer is clearly indicated by the green fluorescence emitted from the nanoparticles (panel D). In contrast, no green fluorescence can be observed being emitted from the heavier polymer (the blue fluorescence comes from salt residues), confirming the MW cut-off.
Figure 4(A) The sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) analysis of protein mixture before and after incubation with nanoporous silicon particles. 100 mL of protein mixture (see text for details) was subjected to incubation with nanoparticles. Aliquots of the mixture before and after incubation were subjected to tristricine SDS-PAGE and stained with Coomassie Brilliant Blue. Lane 1 A: molecular weight markers; lane 2 A: protein mixture before incubation; lane 3 A: protein mixture following nanoparticle incubation (supernatant); lane 4 A, low-molecular-weight (LMW) protein fraction enriched (pellet). (B) SDS-PAGE analysis of human serum before and after incubation with nanoporous silicon particles. Serum was diluted to 1:2 with 100 mM sodium phosphate buffer, 9% (p/v) sodium chloride, pH 7.4, and incubated with nanoparticles. Aliquots of serum before and after incubation were subjected to tristricine SDS-PAGE and stained with Coomassie Brilliant Blue. Lane 1B, molecular weight markers; lane 2B, crude human serum; lane 3B, human serum following nanoparticle incubation (supernatant); lane 4B, LMW serum fraction enriched using (nondenaturing conditions) nanoporous silicon particles (pellet).
Proteins identified by in-gel digestion and nanoLC-MS/MS of SDS-PAGE-isolated bands
| Accession number | Protein description | Theoretical Mw | No. unique peptides | Probability | Mascot score* | Sequence coverage |
|---|---|---|---|---|---|---|
| IPI00022434 | ALB Uncharacterized protein | 71.6 | 45 | 1 | – | 67.5 |
| IPI00021841 | ALB apoliprotein a1 | 30.8 | 25 | 1 | – | 72.0 |
| IPI00021885 | FGA Isoform 1 of Fibrinogen alpha chain precursor | 94.9 | 15 | 1 | – | 19.7 |
| IPI00304273 | APOA4 Apolipoprotein A-IV precursor | 45.3 | 13 | 1 | – | 34.1 |
| IPI00022371 | HRG Histidine-rich glycoprotein precursor | 59.5 | 11 | 1 | – | 24.8 |
| IPI00553177 | Isoform 1 of Alpha-1-Antitrypsin | 46.7 | 10 | 1 | – | 24.2 |
| IPI00021842 | APOE Apolipoprotein E precursor | 36.1 | 10 | 1 | – | 36.0 |
| IPI00783987 | C3 Complement | 187.0 | 9 | 1 | – | 4.5 |
| IPI00399007 | IGHG2 Putative uncharacterized protein DKFZp686I04196 (Fragment) | 46.0 | 5 | 1 | – | 14.1 |
| IPI00419424 | IGKV1-5 IGKV1-5 protein | 26.2 | 5 | 1 | – | 32.5 |
| IPI00855916 | Transthyretin | 15.9 | 4 | 1 | – | 48.0 |
| IPI00021855 | APOC1 Apolipoprotein C1 | 9.3 | 3 | 0.996 | – | 24.0 |
| IPI00032258 | Complement c4 | 192.6 | 3 | 1 | – | 2.5 |
| IPI00061977 | IGHV3OR16-13;IGHA1 IGHA1 protein | 54.1 | 2 | 0.999 | – | 5.0 |
| IPI00022488 | HPX Hemopexin precursor | 51.6 | 2 | 0.983 | – | 4.1 |
| IPI00154742 | IGL@ IGL@ protein | 24.7 | 2 | 0.999 | – | 10.7 |
| IPI00019399 | SAA4 Serum amyloid A-4 protein precursor | 14.8 | 2 | 0.998 | – | 8.5 |
| IPI00298971 | VTN Vitronectin precursor | 54.2 | 2 | 0.995 | – | 5.4 |
| IPI00021857 | APOC3 Apolipoprotein C3 | 12.8 | 1 | 123 | 16.0 | |
| IPI00021856 | APOC2 Apolipoprotein C-II precursor | 11.3 | 1 | 42 | 10.0 | |
| IPI00431645 | HP protein | 31.6 | 1 | 30 | 9.0 | |
| IPI00019038 | LYZ Lysozyme C precursor | 16.9 | 1 | 73 | 8.0 | |
| IPI00026314 | GSN Isoform 1 of Gelsolin precursor | 86.0 | 1 | 27 | 1.0 | |
| IPI00298497 | FGB Fibrinogen beta chain precursor | 56.5 | 1 | 43 | 3.0 | |
| IPI00032328 | KNG1 Isoform HMW of Kininogen-1 precursor | 72.3 | 1 | 34 | 1.0 |
Notes: In gray, protein identification obtained with a single hit. Those hits were validated by visual inspection. MS/MS data are reported in Supplementary Information. Mascot score (*) is reported for identifications which have not passed TPP validation, but were above Mascot threshold of 29 and for which manual validation was undertaken.
Additional proteins identified by direct in-solution digestion of silicon nanopraticle extracts
| Accession number | Protein description | Theoretical Mw | No. unique peptides | Probability | Mascot score* | Sequence coverage |
|---|---|---|---|---|---|---|
| IPI00472610 | IGHM IGHM protein | 52633 | 16 | 1 | – | 18 |
| IPI00022229 | Apolipoprotein B-100 | 515.2 | 16 | 1 | – | 3.6 |
| IPI00448925 | IGHG1 IGHG1 protein | 60064 | 15 | 1 | – | 15 |
| IPI00478003 | A2M Alpha-2-macroglobulin | 163175 | 13 | 1 | – | 10 |
| IPI00022463 | TF Serotransferrin precursor | 77.0 | 13 | 1 | – | 24.5 |
| IPI00426051 | Putative uncharacterized protein DKFZp686C15213 | 51066 | 10 | 1 | – | 13 |
| IPI00639937 | CFB B-factor, properdin | 85.4 | 9 | 1 | – | 9.7 |
| IPI00021891 | FGG Isoform Gamma-B of Fibrinogen gamma chain | 51479 | 8 | 1 | – | 11 |
| IPI00166866 | IGHV3OR16-13; IGHA1 IGHA1 protein | 53342 | 8 | 1 | – | 10 |
| IPI00021857 | APOC3 Apolipoprotein C-III | 10846 | 8 | 1 | – | 30 |
| IPI00382938 | IGLV4-3 IGLV4-3 protein | 25961 | 6 | 1 | – | 20 |
| IPI00022229 | APOB Apolipoprotein B-100 | 515241 | 5 | 1 | – | 1 |
| IPI00291262 | CLU Clusterin precursor | 52.4 | 4 | 1 | – | 13.8 |
| IPI00550640 | IGHG4 IGHG4 protein | 51953 | 4 | 1 | – | 5 |
| IPI00328103 | KRT27 Keratin, type I cytoskeletal 27 | 49793 | 3 | 1 | – | 5 |
| IPI00022418 | FN1 Isoform 1 of Fibronectin | 262442 | 3 | 1 | – | 2 |
| IPI00549291 | IGHM IGHM protein | 66143 | 3 | 1 | – | 7 |
| IPI00217963 | KRT16 Keratin, type I cytoskeletal 16 | 51236 | 3 | 1 | – | 4 |
| IPI00022431 | AHSG cDNA FLJ55606, highly similar to Alpha-2-HSglycoprotein | 46597 | 3 | 1 | – | 4 |
| IPI00555872 | IGHV3-48 Myosin-reactive immunoglobulin heavy chain variable region (Fragment) | 12835 | 3 | 1 | – | 25 |
| IPI00021854 | APOA2 Apolipoprotein A-II precursor | 11.1 | 3 | 1 | – | 21.0 |
| IPI00022445 | PPBP Platelet basic protein precursor | 13.8 | 2 | 0.999 | – | 19.5 |
| IPI00009028 | CLEC3B Tetranectin | 22.5 | 2 | 0.999 | – | 10.4 |
| IPI00029061 | SEPP1 Selenoprotein P | 42.6 | 2 | 0.999 | – | 4.7 |
| IPI00019581 | Coagulation factor XII precursor | 67.7 | 2 | 1 | – | 4.4 |
| IPI00022420 | RBP4 Plasma retinol binding protein | 22.9 | 2 | 0.999 | – | 10.1 |
| IPI00027547 | DCD Dermcidin precursor | 11.3 | 2 | 0.999 | – | 20 |
| IPI00017601 | CP Ceruloplasmin | 122128 | 2 | 0.999 | – | 1 |
| IPI00027718 | EVC Ellis-van Creveld syndrome protein | 111920 | 2 | 0.999 | – | 1 |
| IPI00009867 | KRT5 Keratin, type II cytoskeletal 5 | 62340 | 2 | 0.999 | – | 1 |
| IPI00382488 | Ig heavy chain V-III region HIL | 13557 | 2 | 0.999 | – | 13 |
| IPI00816799 | Rheumatoid factor D5 light chain (Fragment) | 12758 | 2 | 0.999 | – | 22 |
| IPI00029739 | CFH Isoform 1 of Complement factor H precur | 139.0 | 1 | 0.992 | – | 0.9 |
| IPI00019568 | Prothrombin | 69.9 | 1 | 0.986 | – | 1.6 |
| IPI00009920 | C6 Co (Complement Component 6 Precursor) | 105.6 | 1 | 0.972 | – | 1.9 |
| IPI00298828 | APOH Beta-2-glycoprotein 1 precursor | 38.3 | 1 | 0.907 | – | 2.6 |
| IPI00019591 | cDNA FLJ55673, highly similar to Complement factor B | 140853 | 1 | – | 45 | 1 |
| IPI00008603 | ACTA2 Actin, aortic smooth muscle | 41982 | 1 | – | 41 | 2 |
| IPI00411626 | FGG Putative uncharacterized protein DKFZp779N0926 | 13979 | 1 | – | 42 | 6 |
| IPI00382895 | UORF | 3952 | 1 | – | 43 | 29 |
| IPI00022395 | C9 Complement component C9 | 63133 | 1 | – | 50 | 1 |
| IPI00166729 | AZGP1 alpha-2-glycoprotein 1, zinc | 34237 | 1 | – | 65 | 3 |
| IPI00382478 | Ig heavy chain V-III region TIL | 12348 | 1 | – | 86 | 16 |
| IPI00384401 | Myosin-reactive immunoglobulin kappa chain variable region (Fragment) | 11754 | 1 | – | 110 | 16 |
| IPI00385252 | Ig kappa chain V-III region GOL | 11823 | 1 | – | 125 | 16 |
Notes: In gray, protein identification obtained with a single hit.