Heuristic charge assignment for deconvolution of electrospray ionization mass spectra
We propose a new algorithm for deconvolution of electrospray ionization mass spectra based on direct assignment of charge to the measured signal at each mass‐to‐charge ratio (m/z). We investigate two heuristics for charge assignment: the entropy‐based heuristic is adapted from a deconvolution algori...
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Veröffentlicht in: | Rapid communications in mass spectrometry 2003-01, Vol.17 (5), p.429-436 |
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creator | Zheng, Huiru Ojha, Piyush C. McClean, Stephen Black, Norman D. Hughes, John G. Shaw, Chris |
description | We propose a new algorithm for deconvolution of electrospray ionization mass spectra based on direct assignment of charge to the measured signal at each mass‐to‐charge ratio (m/z). We investigate two heuristics for charge assignment: the entropy‐based heuristic is adapted from a deconvolution algorithm by Reinhold and Reinhold;10 the multiplicative‐correlation heuristic is adapted from the multiplicative‐correlation deconvolution algorithm of Hagen and Monnig.6 The entropy‐based heuristic is insensitive to overestimates of zmax, the maximum ion charge. We test the deconvolution algorithm on two single‐component samples: the measured spectrum of human beta‐endorphin has two prominent and one very weak line whereas myoglobin has a well‐developed quasi‐gaussian envelope of 17 peaks. In both cases, the deconvolution algorithm gives a clean deconvoluted spectrum with one dominant peak and very few artefacts. The relative heights of the peaks due to the parent molecules in the deconvoluted spectrum of a mixture of two peptides, which are expected to ionize with equal efficiency, give an accurate measure of their relative concentration in the sample. Copyright © 2003 John Wiley & Sons, Ltd. |
doi_str_mv | 10.1002/rcm.927 |
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We investigate two heuristics for charge assignment: the entropy‐based heuristic is adapted from a deconvolution algorithm by Reinhold and Reinhold;10 the multiplicative‐correlation heuristic is adapted from the multiplicative‐correlation deconvolution algorithm of Hagen and Monnig.6 The entropy‐based heuristic is insensitive to overestimates of zmax, the maximum ion charge. We test the deconvolution algorithm on two single‐component samples: the measured spectrum of human beta‐endorphin has two prominent and one very weak line whereas myoglobin has a well‐developed quasi‐gaussian envelope of 17 peaks. In both cases, the deconvolution algorithm gives a clean deconvoluted spectrum with one dominant peak and very few artefacts. The relative heights of the peaks due to the parent molecules in the deconvoluted spectrum of a mixture of two peptides, which are expected to ionize with equal efficiency, give an accurate measure of their relative concentration in the sample. Copyright © 2003 John Wiley & Sons, Ltd.</description><identifier>ISSN: 0951-4198</identifier><identifier>EISSN: 1097-0231</identifier><identifier>DOI: 10.1002/rcm.927</identifier><identifier>PMID: 12590391</identifier><language>eng</language><publisher>Chichester, UK: John Wiley & Sons, Ltd</publisher><subject>Algorithms ; Animals ; beta-Endorphin - analysis ; Bradykinin - analysis ; Electric Capacitance ; Electric Conductivity ; Entropy ; Humans ; Ions ; Myoglobin - analysis ; Peptides - chemistry ; Reproducibility of Results ; Spectrometry, Mass, Electrospray Ionization - statistics & numerical data</subject><ispartof>Rapid communications in mass spectrometry, 2003-01, Vol.17 (5), p.429-436</ispartof><rights>Copyright © 2003 John Wiley & Sons, Ltd.</rights><rights>Copyright 2003 John Wiley & Sons, Ltd.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3517-cf263e97c370d79c8c669f83f49cd015111495755eac366648799d92bc299eb03</citedby><cites>FETCH-LOGICAL-c3517-cf263e97c370d79c8c669f83f49cd015111495755eac366648799d92bc299eb03</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%2Frcm.927$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Frcm.927$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/12590391$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zheng, Huiru</creatorcontrib><creatorcontrib>Ojha, Piyush C.</creatorcontrib><creatorcontrib>McClean, Stephen</creatorcontrib><creatorcontrib>Black, Norman D.</creatorcontrib><creatorcontrib>Hughes, John G.</creatorcontrib><creatorcontrib>Shaw, Chris</creatorcontrib><title>Heuristic charge assignment for deconvolution of electrospray ionization mass spectra</title><title>Rapid communications in mass spectrometry</title><addtitle>Rapid Commun. Mass Spectrom</addtitle><description>We propose a new algorithm for deconvolution of electrospray ionization mass spectra based on direct assignment of charge to the measured signal at each mass‐to‐charge ratio (m/z). We investigate two heuristics for charge assignment: the entropy‐based heuristic is adapted from a deconvolution algorithm by Reinhold and Reinhold;10 the multiplicative‐correlation heuristic is adapted from the multiplicative‐correlation deconvolution algorithm of Hagen and Monnig.6 The entropy‐based heuristic is insensitive to overestimates of zmax, the maximum ion charge. We test the deconvolution algorithm on two single‐component samples: the measured spectrum of human beta‐endorphin has two prominent and one very weak line whereas myoglobin has a well‐developed quasi‐gaussian envelope of 17 peaks. In both cases, the deconvolution algorithm gives a clean deconvoluted spectrum with one dominant peak and very few artefacts. The relative heights of the peaks due to the parent molecules in the deconvoluted spectrum of a mixture of two peptides, which are expected to ionize with equal efficiency, give an accurate measure of their relative concentration in the sample. Copyright © 2003 John Wiley & Sons, Ltd.</description><subject>Algorithms</subject><subject>Animals</subject><subject>beta-Endorphin - analysis</subject><subject>Bradykinin - analysis</subject><subject>Electric Capacitance</subject><subject>Electric Conductivity</subject><subject>Entropy</subject><subject>Humans</subject><subject>Ions</subject><subject>Myoglobin - analysis</subject><subject>Peptides - chemistry</subject><subject>Reproducibility of Results</subject><subject>Spectrometry, Mass, Electrospray Ionization - statistics & numerical data</subject><issn>0951-4198</issn><issn>1097-0231</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2003</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kE1P3DAQhq2Kqiy06j9AOdEDyuKx13bmiFZdFgRUqop6tLzOhAbysdhJ6fLryZIVPXEaad5nXo0exr4CnwLn4jT4eorCfGAT4GhSLiTssQlHBekMMNtnBzHecw6gBP_E9kEo5BJhwm6X1IcydqVP_B8X7ihxMZZ3TU1NlxRtSHLybfO3rfqubJukLRKqyHehjevgNsmwK5_da1QPh0lcb0P3mX0sXBXpy24estvF91_zZXr14_xifnaVeqnApL4QWhIaLw3PDfrMa41FJosZ-pyDAoAZKqMUOS-11rPMIOYoVl4g0orLQ3Y89q5D-9hT7GxdRk9V5Rpq-2iN5EJnegt-G0E_fB4DFXYdytqFjQVutwbtYNAOBgfyaFfZr2rK_3M7ZQNwMgJPZUWb93rsz_n1WJeO9OCY_r3RLjxYbaRR9vfNub2eXyKgWdiFfAEqLYko</recordid><startdate>20030101</startdate><enddate>20030101</enddate><creator>Zheng, Huiru</creator><creator>Ojha, Piyush C.</creator><creator>McClean, Stephen</creator><creator>Black, Norman D.</creator><creator>Hughes, John G.</creator><creator>Shaw, Chris</creator><general>John Wiley & Sons, Ltd</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>7X8</scope></search><sort><creationdate>20030101</creationdate><title>Heuristic charge assignment for deconvolution of electrospray ionization mass spectra</title><author>Zheng, Huiru ; Ojha, Piyush C. ; McClean, Stephen ; Black, Norman D. ; Hughes, John G. ; Shaw, Chris</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3517-cf263e97c370d79c8c669f83f49cd015111495755eac366648799d92bc299eb03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2003</creationdate><topic>Algorithms</topic><topic>Animals</topic><topic>beta-Endorphin - analysis</topic><topic>Bradykinin - analysis</topic><topic>Electric Capacitance</topic><topic>Electric Conductivity</topic><topic>Entropy</topic><topic>Humans</topic><topic>Ions</topic><topic>Myoglobin - analysis</topic><topic>Peptides - chemistry</topic><topic>Reproducibility of Results</topic><topic>Spectrometry, Mass, Electrospray Ionization - statistics & numerical data</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zheng, Huiru</creatorcontrib><creatorcontrib>Ojha, Piyush C.</creatorcontrib><creatorcontrib>McClean, Stephen</creatorcontrib><creatorcontrib>Black, Norman D.</creatorcontrib><creatorcontrib>Hughes, John G.</creatorcontrib><creatorcontrib>Shaw, Chris</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Rapid communications in mass spectrometry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zheng, Huiru</au><au>Ojha, Piyush C.</au><au>McClean, Stephen</au><au>Black, Norman D.</au><au>Hughes, John G.</au><au>Shaw, Chris</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Heuristic charge assignment for deconvolution of electrospray ionization mass spectra</atitle><jtitle>Rapid communications in mass spectrometry</jtitle><addtitle>Rapid Commun. Mass Spectrom</addtitle><date>2003-01-01</date><risdate>2003</risdate><volume>17</volume><issue>5</issue><spage>429</spage><epage>436</epage><pages>429-436</pages><issn>0951-4198</issn><eissn>1097-0231</eissn><abstract>We propose a new algorithm for deconvolution of electrospray ionization mass spectra based on direct assignment of charge to the measured signal at each mass‐to‐charge ratio (m/z). We investigate two heuristics for charge assignment: the entropy‐based heuristic is adapted from a deconvolution algorithm by Reinhold and Reinhold;10 the multiplicative‐correlation heuristic is adapted from the multiplicative‐correlation deconvolution algorithm of Hagen and Monnig.6 The entropy‐based heuristic is insensitive to overestimates of zmax, the maximum ion charge. 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subjects | Algorithms Animals beta-Endorphin - analysis Bradykinin - analysis Electric Capacitance Electric Conductivity Entropy Humans Ions Myoglobin - analysis Peptides - chemistry Reproducibility of Results Spectrometry, Mass, Electrospray Ionization - statistics & numerical data |
title | Heuristic charge assignment for deconvolution of electrospray ionization mass spectra |
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