Optimizing charge state distribution is a prerequisite for accurate protein biomarker quantification with LC-MS/MS, as illustrated by hepcidin measurement
Targeted quantification of protein biomarkers with liquid chromatography-tandem mass spectrometry (LC-MS/MS) has great potential, but is still in its infancy. Therefore, we elucidated the influence of charge state distribution and matrix effects on accurate quantification, illustrated by the peptide...
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Veröffentlicht in: | Clinical chemistry and laboratory medicine 2018-08, Vol.56 (9), p.1490-1497 |
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creator | Schmitz, Ellen M.H. Leijten, Niels M. van Dongen, Joost L.J. Broeren, Maarten A.C. Milroy, Lech G. Brunsveld, Luc Scharnhorst, Volkher van de Kerkhof, Daan |
description | Targeted quantification of protein biomarkers with liquid chromatography-tandem mass spectrometry (LC-MS/MS) has great potential, but is still in its infancy. Therefore, we elucidated the influence of charge state distribution and matrix effects on accurate quantification, illustrated by the peptide hormone hepcidin.
An LC-MS/MS assay for hepcidin, developed based on existing literature, was improved by using 5 mM ammonium formate buffer as mobile phase A and as an elution solution for solid phase extraction (SPE) to optimize the charge state distribution. After extensive analytical validation, focusing on interference and matrix effects, the clinical consequence of this method adjustment was studied by performing receiving operating characteristic (ROC)-curve analysis in patients with iron deficiency anemia (IDA, n=44), anemia of chronic disease (ACD, n=42) and non-anemic patients (n=93).
By using a buffered solution during sample preparation and chromatography, the most abundant charge state was shifted from 4+ to 3+ and the charge state distribution was strongly stabilized. The matrix effects which occurred in the 4+ state were therefore avoided, eliminating bias in the low concentration range of hepcidin. Consequently, sensitivity, specificity and positive predictive value (PPV) for detection of IDA patients with the optimized assay (96%, 97%, 91%, respectively) were much better than for the original assay (73%, 70%, 44%, respectively).
Fundamental improvements in LC-MS/MS assays greatly impact the accuracy of protein quantification. This is urgently required for improved diagnostic accuracy and clinical value, as illustrated by the validation of our hepcidin assay. |
doi_str_mv | 10.1515/cclm-2018-0013 |
format | Article |
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An LC-MS/MS assay for hepcidin, developed based on existing literature, was improved by using 5 mM ammonium formate buffer as mobile phase A and as an elution solution for solid phase extraction (SPE) to optimize the charge state distribution. After extensive analytical validation, focusing on interference and matrix effects, the clinical consequence of this method adjustment was studied by performing receiving operating characteristic (ROC)-curve analysis in patients with iron deficiency anemia (IDA, n=44), anemia of chronic disease (ACD, n=42) and non-anemic patients (n=93).
By using a buffered solution during sample preparation and chromatography, the most abundant charge state was shifted from 4+ to 3+ and the charge state distribution was strongly stabilized. The matrix effects which occurred in the 4+ state were therefore avoided, eliminating bias in the low concentration range of hepcidin. Consequently, sensitivity, specificity and positive predictive value (PPV) for detection of IDA patients with the optimized assay (96%, 97%, 91%, respectively) were much better than for the original assay (73%, 70%, 44%, respectively).
Fundamental improvements in LC-MS/MS assays greatly impact the accuracy of protein quantification. This is urgently required for improved diagnostic accuracy and clinical value, as illustrated by the validation of our hepcidin assay.</description><identifier>ISSN: 1434-6621</identifier><identifier>EISSN: 1437-4331</identifier><identifier>DOI: 10.1515/cclm-2018-0013</identifier><identifier>PMID: 29777607</identifier><language>eng</language><publisher>Germany: De Gruyter</publisher><subject>Adolescent ; Adult ; Aged ; Aged, 80 and over ; Ammonium ; Anemia ; Anemia - pathology ; Anemia, Iron-Deficiency - pathology ; Area Under Curve ; Assaying ; Biomarkers ; Biomarkers - analysis ; Buffers ; C-Reactive Protein - analysis ; Charge distribution ; charge state distribution ; Chromatography ; Chromatography, High Pressure Liquid - methods ; Chronic Disease ; Chronic illnesses ; Diagnostic systems ; Elution ; Female ; Hepcidin ; Hepcidins - analysis ; Hepcidins - isolation & purification ; Humans ; Iron deficiency ; LC-MS/MS ; Liquid chromatography ; Male ; Mass spectrometry ; Mass spectroscopy ; Middle Aged ; Nutrient deficiency ; Optimization ; Patients ; protein quantification ; Proteins ; ROC Curve ; Sample preparation ; Solid Phase Extraction ; Solid phases ; Tandem Mass Spectrometry - methods ; Young Adult</subject><ispartof>Clinical chemistry and laboratory medicine, 2018-08, Vol.56 (9), p.1490-1497</ispartof><rights>Copyright Walter De Gruyter & Company 2018</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c377t-3e9f8be2c4b6617481be53ec0a4bb30b6e96a1fbabcf6d6736f4c5c0bc4555ff3</citedby><cites>FETCH-LOGICAL-c377t-3e9f8be2c4b6617481be53ec0a4bb30b6e96a1fbabcf6d6736f4c5c0bc4555ff3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.degruyter.com/document/doi/10.1515/cclm-2018-0013/pdf$$EPDF$$P50$$Gwalterdegruyter$$H</linktopdf><linktohtml>$$Uhttps://www.degruyter.com/document/doi/10.1515/cclm-2018-0013/html$$EHTML$$P50$$Gwalterdegruyter$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,66497,68281</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29777607$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Schmitz, Ellen M.H.</creatorcontrib><creatorcontrib>Leijten, Niels M.</creatorcontrib><creatorcontrib>van Dongen, Joost L.J.</creatorcontrib><creatorcontrib>Broeren, Maarten A.C.</creatorcontrib><creatorcontrib>Milroy, Lech G.</creatorcontrib><creatorcontrib>Brunsveld, Luc</creatorcontrib><creatorcontrib>Scharnhorst, Volkher</creatorcontrib><creatorcontrib>van de Kerkhof, Daan</creatorcontrib><title>Optimizing charge state distribution is a prerequisite for accurate protein biomarker quantification with LC-MS/MS, as illustrated by hepcidin measurement</title><title>Clinical chemistry and laboratory medicine</title><addtitle>Clin Chem Lab Med</addtitle><description>Targeted quantification of protein biomarkers with liquid chromatography-tandem mass spectrometry (LC-MS/MS) has great potential, but is still in its infancy. Therefore, we elucidated the influence of charge state distribution and matrix effects on accurate quantification, illustrated by the peptide hormone hepcidin.
An LC-MS/MS assay for hepcidin, developed based on existing literature, was improved by using 5 mM ammonium formate buffer as mobile phase A and as an elution solution for solid phase extraction (SPE) to optimize the charge state distribution. After extensive analytical validation, focusing on interference and matrix effects, the clinical consequence of this method adjustment was studied by performing receiving operating characteristic (ROC)-curve analysis in patients with iron deficiency anemia (IDA, n=44), anemia of chronic disease (ACD, n=42) and non-anemic patients (n=93).
By using a buffered solution during sample preparation and chromatography, the most abundant charge state was shifted from 4+ to 3+ and the charge state distribution was strongly stabilized. The matrix effects which occurred in the 4+ state were therefore avoided, eliminating bias in the low concentration range of hepcidin. Consequently, sensitivity, specificity and positive predictive value (PPV) for detection of IDA patients with the optimized assay (96%, 97%, 91%, respectively) were much better than for the original assay (73%, 70%, 44%, respectively).
Fundamental improvements in LC-MS/MS assays greatly impact the accuracy of protein quantification. This is urgently required for improved diagnostic accuracy and clinical value, as illustrated by the validation of our hepcidin assay.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Ammonium</subject><subject>Anemia</subject><subject>Anemia - pathology</subject><subject>Anemia, Iron-Deficiency - pathology</subject><subject>Area Under Curve</subject><subject>Assaying</subject><subject>Biomarkers</subject><subject>Biomarkers - analysis</subject><subject>Buffers</subject><subject>C-Reactive Protein - analysis</subject><subject>Charge distribution</subject><subject>charge state distribution</subject><subject>Chromatography</subject><subject>Chromatography, High Pressure Liquid - methods</subject><subject>Chronic Disease</subject><subject>Chronic illnesses</subject><subject>Diagnostic systems</subject><subject>Elution</subject><subject>Female</subject><subject>Hepcidin</subject><subject>Hepcidins - analysis</subject><subject>Hepcidins - isolation & purification</subject><subject>Humans</subject><subject>Iron deficiency</subject><subject>LC-MS/MS</subject><subject>Liquid chromatography</subject><subject>Male</subject><subject>Mass spectrometry</subject><subject>Mass spectroscopy</subject><subject>Middle Aged</subject><subject>Nutrient deficiency</subject><subject>Optimization</subject><subject>Patients</subject><subject>protein quantification</subject><subject>Proteins</subject><subject>ROC Curve</subject><subject>Sample preparation</subject><subject>Solid Phase Extraction</subject><subject>Solid phases</subject><subject>Tandem Mass Spectrometry - methods</subject><subject>Young Adult</subject><issn>1434-6621</issn><issn>1437-4331</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNptkTtvFDEUhS0EIiHQUiJLtExij18zBQVa8ZI2ShGoR7bnetdhXuuHouWn8GvxZAM0VL6Sv3OO7j0IvabkkgoqrqwdxqomtKkIoewJOqecqYozRp8-zLySsqZn6EWMd4UQgqvn6KxulVKSqHP062ZJfvQ__bTDdq_DDnBMOgHufUzBm5z8PGEfscZLgACH7KMv324OWFubw8ouYU7gJ2z8POrwAwI-ZD0l77zVD_p7n_Z4u6mub6-ub99hHbEfhlwCirrH5oj3sFjfF4sRdMwBRpjSS_TM6SHCq8f3An3_9PHb5ku1vfn8dfNhW1mmVKoYtK4xUFtupKSKN9SAYGCJ5sYwYiS0UlNntLFO9lIx6bgVlhjLhRDOsQv09uRb1jhkiKm7m3OYSmRXk6ZRrWCcF-ryRNkwxxjAdUvwZdtjR0m3VtGtVXRrFd1aRRG8ebTNZoT-L_7n9gV4fwLu9ZAg9LAL-ViGf_H_dxaypbwl7Dch2Z1L</recordid><startdate>20180828</startdate><enddate>20180828</enddate><creator>Schmitz, Ellen M.H.</creator><creator>Leijten, Niels M.</creator><creator>van Dongen, Joost L.J.</creator><creator>Broeren, Maarten A.C.</creator><creator>Milroy, Lech G.</creator><creator>Brunsveld, Luc</creator><creator>Scharnhorst, Volkher</creator><creator>van de Kerkhof, Daan</creator><general>De Gruyter</general><general>Walter De Gruyter & Company</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>7T7</scope><scope>7TK</scope><scope>7U7</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>P64</scope></search><sort><creationdate>20180828</creationdate><title>Optimizing charge state distribution is a prerequisite for accurate protein biomarker quantification with LC-MS/MS, as illustrated by hepcidin measurement</title><author>Schmitz, Ellen M.H. ; Leijten, Niels M. ; van Dongen, Joost L.J. ; Broeren, Maarten A.C. ; Milroy, Lech G. ; Brunsveld, Luc ; Scharnhorst, Volkher ; van de Kerkhof, Daan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c377t-3e9f8be2c4b6617481be53ec0a4bb30b6e96a1fbabcf6d6736f4c5c0bc4555ff3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Ammonium</topic><topic>Anemia</topic><topic>Anemia - pathology</topic><topic>Anemia, Iron-Deficiency - pathology</topic><topic>Area Under Curve</topic><topic>Assaying</topic><topic>Biomarkers</topic><topic>Biomarkers - analysis</topic><topic>Buffers</topic><topic>C-Reactive Protein - analysis</topic><topic>Charge distribution</topic><topic>charge state distribution</topic><topic>Chromatography</topic><topic>Chromatography, High Pressure Liquid - methods</topic><topic>Chronic Disease</topic><topic>Chronic illnesses</topic><topic>Diagnostic systems</topic><topic>Elution</topic><topic>Female</topic><topic>Hepcidin</topic><topic>Hepcidins - analysis</topic><topic>Hepcidins - isolation & purification</topic><topic>Humans</topic><topic>Iron deficiency</topic><topic>LC-MS/MS</topic><topic>Liquid chromatography</topic><topic>Male</topic><topic>Mass spectrometry</topic><topic>Mass spectroscopy</topic><topic>Middle Aged</topic><topic>Nutrient deficiency</topic><topic>Optimization</topic><topic>Patients</topic><topic>protein quantification</topic><topic>Proteins</topic><topic>ROC Curve</topic><topic>Sample preparation</topic><topic>Solid Phase Extraction</topic><topic>Solid phases</topic><topic>Tandem Mass Spectrometry - methods</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Schmitz, Ellen M.H.</creatorcontrib><creatorcontrib>Leijten, Niels M.</creatorcontrib><creatorcontrib>van Dongen, Joost L.J.</creatorcontrib><creatorcontrib>Broeren, Maarten A.C.</creatorcontrib><creatorcontrib>Milroy, Lech G.</creatorcontrib><creatorcontrib>Brunsveld, Luc</creatorcontrib><creatorcontrib>Scharnhorst, Volkher</creatorcontrib><creatorcontrib>van de Kerkhof, Daan</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>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><jtitle>Clinical chemistry and laboratory medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Schmitz, Ellen M.H.</au><au>Leijten, Niels M.</au><au>van Dongen, Joost L.J.</au><au>Broeren, Maarten A.C.</au><au>Milroy, Lech G.</au><au>Brunsveld, Luc</au><au>Scharnhorst, Volkher</au><au>van de Kerkhof, Daan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimizing charge state distribution is a prerequisite for accurate protein biomarker quantification with LC-MS/MS, as illustrated by hepcidin measurement</atitle><jtitle>Clinical chemistry and laboratory medicine</jtitle><addtitle>Clin Chem Lab Med</addtitle><date>2018-08-28</date><risdate>2018</risdate><volume>56</volume><issue>9</issue><spage>1490</spage><epage>1497</epage><pages>1490-1497</pages><issn>1434-6621</issn><eissn>1437-4331</eissn><abstract>Targeted quantification of protein biomarkers with liquid chromatography-tandem mass spectrometry (LC-MS/MS) has great potential, but is still in its infancy. Therefore, we elucidated the influence of charge state distribution and matrix effects on accurate quantification, illustrated by the peptide hormone hepcidin.
An LC-MS/MS assay for hepcidin, developed based on existing literature, was improved by using 5 mM ammonium formate buffer as mobile phase A and as an elution solution for solid phase extraction (SPE) to optimize the charge state distribution. After extensive analytical validation, focusing on interference and matrix effects, the clinical consequence of this method adjustment was studied by performing receiving operating characteristic (ROC)-curve analysis in patients with iron deficiency anemia (IDA, n=44), anemia of chronic disease (ACD, n=42) and non-anemic patients (n=93).
By using a buffered solution during sample preparation and chromatography, the most abundant charge state was shifted from 4+ to 3+ and the charge state distribution was strongly stabilized. The matrix effects which occurred in the 4+ state were therefore avoided, eliminating bias in the low concentration range of hepcidin. Consequently, sensitivity, specificity and positive predictive value (PPV) for detection of IDA patients with the optimized assay (96%, 97%, 91%, respectively) were much better than for the original assay (73%, 70%, 44%, respectively).
Fundamental improvements in LC-MS/MS assays greatly impact the accuracy of protein quantification. This is urgently required for improved diagnostic accuracy and clinical value, as illustrated by the validation of our hepcidin assay.</abstract><cop>Germany</cop><pub>De Gruyter</pub><pmid>29777607</pmid><doi>10.1515/cclm-2018-0013</doi><tpages>8</tpages></addata></record> |
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subjects | Adolescent Adult Aged Aged, 80 and over Ammonium Anemia Anemia - pathology Anemia, Iron-Deficiency - pathology Area Under Curve Assaying Biomarkers Biomarkers - analysis Buffers C-Reactive Protein - analysis Charge distribution charge state distribution Chromatography Chromatography, High Pressure Liquid - methods Chronic Disease Chronic illnesses Diagnostic systems Elution Female Hepcidin Hepcidins - analysis Hepcidins - isolation & purification Humans Iron deficiency LC-MS/MS Liquid chromatography Male Mass spectrometry Mass spectroscopy Middle Aged Nutrient deficiency Optimization Patients protein quantification Proteins ROC Curve Sample preparation Solid Phase Extraction Solid phases Tandem Mass Spectrometry - methods Young Adult |
title | Optimizing charge state distribution is a prerequisite for accurate protein biomarker quantification with LC-MS/MS, as illustrated by hepcidin measurement |
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