Capture, Enrichment, and Mass Spectrometric Detection of Low-Molecular-Weight Biomarkers with Nanoporous Silicon Microparticles
Mining the disease information contained in the low‐molecular‐weight range of a proteomic profile is becoming of increasing interest in cancer research. This work evaluates the ability of nanoporous silicon microparticles (NPSMPs) to capture, enrich, protect, and detect low‐molecular‐weight peptides...
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description | Mining the disease information contained in the low‐molecular‐weight range of a proteomic profile is becoming of increasing interest in cancer research. This work evaluates the ability of nanoporous silicon microparticles (NPSMPs) to capture, enrich, protect, and detect low‐molecular‐weight peptides (LMWPs) sieved from a pool of highly abundant plasma proteins. The average pore size and porosity of NPSMPs are controlled by the electrochemical preparation conditions, and the critical parameters for admission or exclusion of protein with a definite molecular weight are determined by reflectometric‐interference Fourier transform spectroscopy (RIFTS). Sodium dodecyl sulfate polyacrylamide‐gel electrophoresis (SDS‐PAGE) and matrix‐assisted laser desorption ionization time‐of‐flight (MALDI‐TOF) analysis of the proteins captured by the NPSMPs show that the chemical nature of the NPSMPs surface and the solution pH also play vital roles in determining the affinity of NPSMPs for target analytes. It is found that carboxyl‐terminated porous microparticles with a porosity of 26% (pore diameter around 9.0 nm) specifically fractionate, enrich and protect LMWPs sieved from either simulated samples or human serum samples. Moreover, NPSMPs containing captured peptides can be directly spotted onto a MALDI plate. When placed in a conventional MALDI matrix, laser irradiation of the particles results in the release of the target peptides confined in the nanopores, which are then ionized and detected in the MALDI experiment. As a proof‐of‐principle test case, mass spectra of NPSMPs prepared using serum from colorectal cancer patients and from control patients can be clearly distinguished by statistical analysis. The work demonstrates the utility of the method for discovery of biomarkers in the untapped LMWP fraction of human serum, which can be of significant value in the early diagnosis and management of diseases.
Porous silicon microparticles with well controlled pore size and tailored surface chemistry can selectively capture low‐molecular‐weight peptides (LMWPs) within a target range of molecular size and electric charge. High‐fidelity mass profiles of LMWPs can be obtained after serum samples are enriched by the microparticles, enabling cancer patients to be potentially distinguished from healthy individuals based on clustering analysis. |
doi_str_mv | 10.1002/adhm.201200161 |
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Porous silicon microparticles with well controlled pore size and tailored surface chemistry can selectively capture low‐molecular‐weight peptides (LMWPs) within a target range of molecular size and electric charge. High‐fidelity mass profiles of LMWPs can be obtained after serum samples are enriched by the microparticles, enabling cancer patients to be potentially distinguished from healthy individuals based on clustering analysis.</description><identifier>ISSN: 2192-2640</identifier><identifier>EISSN: 2192-2659</identifier><identifier>DOI: 10.1002/adhm.201200161</identifier><identifier>PMID: 23184826</identifier><language>eng</language><publisher>Weinheim: WILEY-VCH Verlag</publisher><subject>Absorption ; Biomarkers ; Biomarkers - blood ; Blood Proteins - analysis ; Blood Proteins - chemistry ; Desorption ; Enrichment ; Ions ; Lasers ; low-molecular-weight proteins ; MALDI ; Mass spectrometry ; Microparticles ; Microspheres ; Nanostructures - chemistry ; Nanostructures - ultrastructure ; Particle Size ; Peptides ; Porosity ; porous silicon ; Proteins ; Serums ; Silicon - chemistry ; Specimen Handling - methods ; Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization - methods ; Spectrum analysis ; Statistical analysis ; Statistical methods</subject><ispartof>Advanced healthcare materials, 2012-11, Vol.1 (6), p.742-750</ispartof><rights>Copyright © 2012 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim</rights><rights>Copyright © 2012 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.</rights><rights>Copyright © 2012 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4771-7f0e502187a26224d9ca8423676913bb97a82f98e0763cfc0360172d25df25ef3</citedby><cites>FETCH-LOGICAL-c4771-7f0e502187a26224d9ca8423676913bb97a82f98e0763cfc0360172d25df25ef3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fadhm.201200161$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fadhm.201200161$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1416,27923,27924,45573,45574</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23184826$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Tan, Jie</creatorcontrib><creatorcontrib>Zhao, Wei-Jie</creatorcontrib><creatorcontrib>Yu, Jie-Kai</creatorcontrib><creatorcontrib>Ma, Sai</creatorcontrib><creatorcontrib>Sailor, Michael J.</creatorcontrib><creatorcontrib>Wu, Jian-Min</creatorcontrib><title>Capture, Enrichment, and Mass Spectrometric Detection of Low-Molecular-Weight Biomarkers with Nanoporous Silicon Microparticles</title><title>Advanced healthcare materials</title><addtitle>Advanced Healthcare Materials</addtitle><description>Mining the disease information contained in the low‐molecular‐weight range of a proteomic profile is becoming of increasing interest in cancer research. This work evaluates the ability of nanoporous silicon microparticles (NPSMPs) to capture, enrich, protect, and detect low‐molecular‐weight peptides (LMWPs) sieved from a pool of highly abundant plasma proteins. The average pore size and porosity of NPSMPs are controlled by the electrochemical preparation conditions, and the critical parameters for admission or exclusion of protein with a definite molecular weight are determined by reflectometric‐interference Fourier transform spectroscopy (RIFTS). Sodium dodecyl sulfate polyacrylamide‐gel electrophoresis (SDS‐PAGE) and matrix‐assisted laser desorption ionization time‐of‐flight (MALDI‐TOF) analysis of the proteins captured by the NPSMPs show that the chemical nature of the NPSMPs surface and the solution pH also play vital roles in determining the affinity of NPSMPs for target analytes. It is found that carboxyl‐terminated porous microparticles with a porosity of 26% (pore diameter around 9.0 nm) specifically fractionate, enrich and protect LMWPs sieved from either simulated samples or human serum samples. Moreover, NPSMPs containing captured peptides can be directly spotted onto a MALDI plate. When placed in a conventional MALDI matrix, laser irradiation of the particles results in the release of the target peptides confined in the nanopores, which are then ionized and detected in the MALDI experiment. As a proof‐of‐principle test case, mass spectra of NPSMPs prepared using serum from colorectal cancer patients and from control patients can be clearly distinguished by statistical analysis. The work demonstrates the utility of the method for discovery of biomarkers in the untapped LMWP fraction of human serum, which can be of significant value in the early diagnosis and management of diseases.
Porous silicon microparticles with well controlled pore size and tailored surface chemistry can selectively capture low‐molecular‐weight peptides (LMWPs) within a target range of molecular size and electric charge. High‐fidelity mass profiles of LMWPs can be obtained after serum samples are enriched by the microparticles, enabling cancer patients to be potentially distinguished from healthy individuals based on clustering analysis.</description><subject>Absorption</subject><subject>Biomarkers</subject><subject>Biomarkers - blood</subject><subject>Blood Proteins - analysis</subject><subject>Blood Proteins - chemistry</subject><subject>Desorption</subject><subject>Enrichment</subject><subject>Ions</subject><subject>Lasers</subject><subject>low-molecular-weight proteins</subject><subject>MALDI</subject><subject>Mass spectrometry</subject><subject>Microparticles</subject><subject>Microspheres</subject><subject>Nanostructures - chemistry</subject><subject>Nanostructures - ultrastructure</subject><subject>Particle Size</subject><subject>Peptides</subject><subject>Porosity</subject><subject>porous silicon</subject><subject>Proteins</subject><subject>Serums</subject><subject>Silicon - chemistry</subject><subject>Specimen Handling - methods</subject><subject>Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization - methods</subject><subject>Spectrum analysis</subject><subject>Statistical analysis</subject><subject>Statistical methods</subject><issn>2192-2640</issn><issn>2192-2659</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkc1v1DAQxS0EotXSK0dkiQuHZrEnie0cS1q6RbsF8aEeLa_jsC5JnNqOlp76r-NqywpxWV_skX_vaWYeQq8pmVNC4L1qNv0cCAVCKKPP0DHQCjJgZfV8_y7IEToJ4Zakw0rKBH2JjiCnohDAjtFDrcY4eXOKLwZv9aY3QzzFamjwSoWAv41GR-96E9MnPjcxldYN2LV46bbZynVGT53y2Y2xPzcRf7CuV_6X8QFvbdzgazW40Xk3JSvbWZ2kK6u9G5WPVncmvEIvWtUFc_J0z9CPjxff60W2_Hx5VZ8tM11wTjPeElMSoIIrYABFU2klCsgZZxXN1-uKKwFtJQzhLNetJjkjlEMDZdNCadp8ht7tfEfv7iYTouxt0Kbr1GBSd5IKQgouclEcRjlnrBQU6GEUgJQceOp0ht7-h966yQ9p5mSYEisoq0ii5jsq7SgEb1o5eps2ei8pkY-Zy8fM5T7zJHjzZDute9Ps8b8JJ6DaAVvbmfsDdvLsfLH61zzbaW2I5vdemwKWjOe8lDfXl5J8qr_WX_hClvkf21TFrw</recordid><startdate>201211</startdate><enddate>201211</enddate><creator>Tan, Jie</creator><creator>Zhao, Wei-Jie</creator><creator>Yu, Jie-Kai</creator><creator>Ma, Sai</creator><creator>Sailor, Michael J.</creator><creator>Wu, Jian-Min</creator><general>WILEY-VCH Verlag</general><general>WILEY‐VCH Verlag</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</scope><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>7QF</scope><scope>7QP</scope><scope>7QQ</scope><scope>7SC</scope><scope>7SE</scope><scope>7SP</scope><scope>7SR</scope><scope>7T5</scope><scope>7TA</scope><scope>7TB</scope><scope>7TM</scope><scope>7TO</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>F28</scope><scope>FR3</scope><scope>H8D</scope><scope>H8G</scope><scope>H94</scope><scope>JG9</scope><scope>JQ2</scope><scope>K9.</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>7X8</scope><scope>7QO</scope><scope>P64</scope></search><sort><creationdate>201211</creationdate><title>Capture, Enrichment, and Mass Spectrometric Detection of Low-Molecular-Weight Biomarkers with Nanoporous Silicon Microparticles</title><author>Tan, Jie ; 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This work evaluates the ability of nanoporous silicon microparticles (NPSMPs) to capture, enrich, protect, and detect low‐molecular‐weight peptides (LMWPs) sieved from a pool of highly abundant plasma proteins. The average pore size and porosity of NPSMPs are controlled by the electrochemical preparation conditions, and the critical parameters for admission or exclusion of protein with a definite molecular weight are determined by reflectometric‐interference Fourier transform spectroscopy (RIFTS). Sodium dodecyl sulfate polyacrylamide‐gel electrophoresis (SDS‐PAGE) and matrix‐assisted laser desorption ionization time‐of‐flight (MALDI‐TOF) analysis of the proteins captured by the NPSMPs show that the chemical nature of the NPSMPs surface and the solution pH also play vital roles in determining the affinity of NPSMPs for target analytes. It is found that carboxyl‐terminated porous microparticles with a porosity of 26% (pore diameter around 9.0 nm) specifically fractionate, enrich and protect LMWPs sieved from either simulated samples or human serum samples. Moreover, NPSMPs containing captured peptides can be directly spotted onto a MALDI plate. When placed in a conventional MALDI matrix, laser irradiation of the particles results in the release of the target peptides confined in the nanopores, which are then ionized and detected in the MALDI experiment. As a proof‐of‐principle test case, mass spectra of NPSMPs prepared using serum from colorectal cancer patients and from control patients can be clearly distinguished by statistical analysis. The work demonstrates the utility of the method for discovery of biomarkers in the untapped LMWP fraction of human serum, which can be of significant value in the early diagnosis and management of diseases.
Porous silicon microparticles with well controlled pore size and tailored surface chemistry can selectively capture low‐molecular‐weight peptides (LMWPs) within a target range of molecular size and electric charge. High‐fidelity mass profiles of LMWPs can be obtained after serum samples are enriched by the microparticles, enabling cancer patients to be potentially distinguished from healthy individuals based on clustering analysis.</abstract><cop>Weinheim</cop><pub>WILEY-VCH Verlag</pub><pmid>23184826</pmid><doi>10.1002/adhm.201200161</doi><tpages>9</tpages></addata></record> |
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subjects | Absorption Biomarkers Biomarkers - blood Blood Proteins - analysis Blood Proteins - chemistry Desorption Enrichment Ions Lasers low-molecular-weight proteins MALDI Mass spectrometry Microparticles Microspheres Nanostructures - chemistry Nanostructures - ultrastructure Particle Size Peptides Porosity porous silicon Proteins Serums Silicon - chemistry Specimen Handling - methods Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization - methods Spectrum analysis Statistical analysis Statistical methods |
title | Capture, Enrichment, and Mass Spectrometric Detection of Low-Molecular-Weight Biomarkers with Nanoporous Silicon Microparticles |
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