Innovative Approach to Investigating the Microstructure of Calcified Tissues Using Specular Reflectance Fourier Transform-Infrared Microspectroscopy and Discriminant Analysis
Although bone fracture has become a serious global health issue, current clinical assessments of fracture risk based on bone mineral density are unable to accurately predict whether an individual is likely to suffer a fracture. There is increasing recognition that the chemical structure and composit...
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Veröffentlicht in: | Analytical chemistry (Washington) 2012-04, Vol.84 (7), p.3369-3375 |
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description | Although bone fracture has become a serious global health issue, current clinical assessments of fracture risk based on bone mineral density are unable to accurately predict whether an individual is likely to suffer a fracture. There is increasing recognition that the chemical structure and composition, or microstructure, of mineralized tissues has an important role to play in determining the fracture resistance of bone. The objective of this preliminary study was to evaluate the use of specular reflectance Fourier transform infrared (SR FT-IR) microspectroscopy in conjunction with discriminant analysis as an innovative technique for providing future insights into the origins of orthopedic abnormalities. The impetus for this approach was that SR FT-IR microspectroscopy would offer several advantages over conventional transmission methods. Bone samples were obtained from young racehorses at known fracture predilection sites and spectra were successfully obtained from calcified cartilage and subchondral bone for the first time. By applying discriminant analysis to the spectral data set in biologically relevant regions, microstructural differences between groups of individuals were found to be related to features associated with both the mineral and organic components of the bone. The preliminary findings also suggest that differences in bone microstructure may exist between healthy individuals of the same age, raising important questions around the normal limits of individual variation and whether individuals may be predisposed to later fracture as a result of detrimental microstructural changes during early growth and development. |
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There is increasing recognition that the chemical structure and composition, or microstructure, of mineralized tissues has an important role to play in determining the fracture resistance of bone. The objective of this preliminary study was to evaluate the use of specular reflectance Fourier transform infrared (SR FT-IR) microspectroscopy in conjunction with discriminant analysis as an innovative technique for providing future insights into the origins of orthopedic abnormalities. The impetus for this approach was that SR FT-IR microspectroscopy would offer several advantages over conventional transmission methods. Bone samples were obtained from young racehorses at known fracture predilection sites and spectra were successfully obtained from calcified cartilage and subchondral bone for the first time. By applying discriminant analysis to the spectral data set in biologically relevant regions, microstructural differences between groups of individuals were found to be related to features associated with both the mineral and organic components of the bone. The preliminary findings also suggest that differences in bone microstructure may exist between healthy individuals of the same age, raising important questions around the normal limits of individual variation and whether individuals may be predisposed to later fracture as a result of detrimental microstructural changes during early growth and development.</description><identifier>ISSN: 0003-2700</identifier><identifier>EISSN: 1520-6882</identifier><identifier>DOI: 10.1021/ac300123r</identifier><identifier>PMID: 22413951</identifier><identifier>CODEN: ANCHAM</identifier><language>eng</language><publisher>Washington, DC: American Chemical Society</publisher><subject>Analytical chemistry ; Animals ; Bones ; Calcinosis - pathology ; Chemistry ; Discriminant Analysis ; Exact sciences and technology ; Fourier transforms ; Fractures ; Horses ; Microscopy, Electron ; Microtechnology - methods ; Molecular structure ; Reproducibility of Results ; Spectrometric and optical methods ; Spectroscopy, Fourier Transform Infrared - methods ; Tissues</subject><ispartof>Analytical chemistry (Washington), 2012-04, Vol.84 (7), p.3369-3375</ispartof><rights>Copyright © 2012 American Chemical Society</rights><rights>2015 INIST-CNRS</rights><rights>Copyright American Chemical Society Apr 3, 2012</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a438t-2f6e9afe1dd5c12559975ffe511bbc02d29f3b033627ee0de8d9da51345a9d2e3</citedby><cites>FETCH-LOGICAL-a438t-2f6e9afe1dd5c12559975ffe511bbc02d29f3b033627ee0de8d9da51345a9d2e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/ac300123r$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/ac300123r$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>314,778,782,2754,27063,27911,27912,56725,56775</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=25773583$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22413951$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Nicholson, Catherine L</creatorcontrib><creatorcontrib>Firth, Elwyn C</creatorcontrib><creatorcontrib>Waterland, Mark R</creatorcontrib><creatorcontrib>Jones, Geoffrey</creatorcontrib><creatorcontrib>Ganesh, Siva</creatorcontrib><creatorcontrib>Stewart, Robert B</creatorcontrib><title>Innovative Approach to Investigating the Microstructure of Calcified Tissues Using Specular Reflectance Fourier Transform-Infrared Microspectroscopy and Discriminant Analysis</title><title>Analytical chemistry (Washington)</title><addtitle>Anal. Chem</addtitle><description>Although bone fracture has become a serious global health issue, current clinical assessments of fracture risk based on bone mineral density are unable to accurately predict whether an individual is likely to suffer a fracture. There is increasing recognition that the chemical structure and composition, or microstructure, of mineralized tissues has an important role to play in determining the fracture resistance of bone. The objective of this preliminary study was to evaluate the use of specular reflectance Fourier transform infrared (SR FT-IR) microspectroscopy in conjunction with discriminant analysis as an innovative technique for providing future insights into the origins of orthopedic abnormalities. The impetus for this approach was that SR FT-IR microspectroscopy would offer several advantages over conventional transmission methods. Bone samples were obtained from young racehorses at known fracture predilection sites and spectra were successfully obtained from calcified cartilage and subchondral bone for the first time. By applying discriminant analysis to the spectral data set in biologically relevant regions, microstructural differences between groups of individuals were found to be related to features associated with both the mineral and organic components of the bone. The preliminary findings also suggest that differences in bone microstructure may exist between healthy individuals of the same age, raising important questions around the normal limits of individual variation and whether individuals may be predisposed to later fracture as a result of detrimental microstructural changes during early growth and development.</description><subject>Analytical chemistry</subject><subject>Animals</subject><subject>Bones</subject><subject>Calcinosis - pathology</subject><subject>Chemistry</subject><subject>Discriminant Analysis</subject><subject>Exact sciences and technology</subject><subject>Fourier transforms</subject><subject>Fractures</subject><subject>Horses</subject><subject>Microscopy, Electron</subject><subject>Microtechnology - methods</subject><subject>Molecular structure</subject><subject>Reproducibility of Results</subject><subject>Spectrometric and optical methods</subject><subject>Spectroscopy, Fourier Transform Infrared - methods</subject><subject>Tissues</subject><issn>0003-2700</issn><issn>1520-6882</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpdkc1uEzEUhS0EomlhwQsgSwhVLAb8M54ZL6NAIVIREqTr0Y193bqaeILtiZSX4hlxlNCiru7C3z0-5x5C3nD2kTPBP4GRjHEh4zMy40qwquk68ZzMGGOyEi1jZ-Q8pfvCcMabl-RMiJpLrfiM_FmGMO4g-x3S-XYbRzB3NI90GXaYsr8tL-GW5juk372JY8pxMnmKSEdHFzAY7zxauvIpTZjoTTrQv7ZopgEi_YluQJMhGKRX4xQ9RrqKEJIb46ZaBhchlu2jclnKZZhxu6cQLP3sk4l-4wOETOcBhn3y6RV54WBI-Po0L8jN1ZfV4lt1_ePrcjG_rqCWXa6Ea1CDQ26tMlwopXWrnEPF-XptmLBCO7lmUjaiRWQWO6stKC5rBdoKlBfk8qhbLvK7JMv9ptjBYYCA45R63dRcN7zhhXz3hLwvSYvd1PNy_7r40Qfqw5E6JE0RXb8t2SDuC9QfOuwfOizs25PitN6gfSD_lVaA9ycAkoGhXDEYnx451bZSdfKRA5P-d_X0w78DVbPf</recordid><startdate>20120403</startdate><enddate>20120403</enddate><creator>Nicholson, Catherine L</creator><creator>Firth, Elwyn C</creator><creator>Waterland, Mark R</creator><creator>Jones, Geoffrey</creator><creator>Ganesh, Siva</creator><creator>Stewart, Robert B</creator><general>American Chemical Society</general><scope>IQODW</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>7QO</scope><scope>7QQ</scope><scope>7SC</scope><scope>7SE</scope><scope>7SP</scope><scope>7SR</scope><scope>7TA</scope><scope>7TB</scope><scope>7TM</scope><scope>7U5</scope><scope>7U7</scope><scope>7U9</scope><scope>8BQ</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>H8D</scope><scope>H8G</scope><scope>H94</scope><scope>JG9</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>P64</scope><scope>7X8</scope></search><sort><creationdate>20120403</creationdate><title>Innovative Approach to Investigating the Microstructure of Calcified Tissues Using Specular Reflectance Fourier Transform-Infrared Microspectroscopy and Discriminant Analysis</title><author>Nicholson, Catherine L ; Firth, Elwyn C ; Waterland, Mark R ; Jones, Geoffrey ; Ganesh, Siva ; Stewart, Robert B</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a438t-2f6e9afe1dd5c12559975ffe511bbc02d29f3b033627ee0de8d9da51345a9d2e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Analytical chemistry</topic><topic>Animals</topic><topic>Bones</topic><topic>Calcinosis - pathology</topic><topic>Chemistry</topic><topic>Discriminant Analysis</topic><topic>Exact sciences and technology</topic><topic>Fourier transforms</topic><topic>Fractures</topic><topic>Horses</topic><topic>Microscopy, Electron</topic><topic>Microtechnology - methods</topic><topic>Molecular structure</topic><topic>Reproducibility of Results</topic><topic>Spectrometric and optical methods</topic><topic>Spectroscopy, Fourier Transform Infrared - methods</topic><topic>Tissues</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nicholson, Catherine L</creatorcontrib><creatorcontrib>Firth, Elwyn C</creatorcontrib><creatorcontrib>Waterland, Mark R</creatorcontrib><creatorcontrib>Jones, Geoffrey</creatorcontrib><creatorcontrib>Ganesh, Siva</creatorcontrib><creatorcontrib>Stewart, Robert B</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Aluminium Industry Abstracts</collection><collection>Biotechnology Research Abstracts</collection><collection>Ceramic Abstracts</collection><collection>Computer and Information Systems Abstracts</collection><collection>Corrosion Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Materials Business File</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Copper Technical Reference Library</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Analytical chemistry (Washington)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nicholson, Catherine L</au><au>Firth, Elwyn C</au><au>Waterland, Mark R</au><au>Jones, Geoffrey</au><au>Ganesh, Siva</au><au>Stewart, Robert B</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Innovative Approach to Investigating the Microstructure of Calcified Tissues Using Specular Reflectance Fourier Transform-Infrared Microspectroscopy and Discriminant Analysis</atitle><jtitle>Analytical chemistry (Washington)</jtitle><addtitle>Anal. Chem</addtitle><date>2012-04-03</date><risdate>2012</risdate><volume>84</volume><issue>7</issue><spage>3369</spage><epage>3375</epage><pages>3369-3375</pages><issn>0003-2700</issn><eissn>1520-6882</eissn><coden>ANCHAM</coden><abstract>Although bone fracture has become a serious global health issue, current clinical assessments of fracture risk based on bone mineral density are unable to accurately predict whether an individual is likely to suffer a fracture. There is increasing recognition that the chemical structure and composition, or microstructure, of mineralized tissues has an important role to play in determining the fracture resistance of bone. The objective of this preliminary study was to evaluate the use of specular reflectance Fourier transform infrared (SR FT-IR) microspectroscopy in conjunction with discriminant analysis as an innovative technique for providing future insights into the origins of orthopedic abnormalities. The impetus for this approach was that SR FT-IR microspectroscopy would offer several advantages over conventional transmission methods. Bone samples were obtained from young racehorses at known fracture predilection sites and spectra were successfully obtained from calcified cartilage and subchondral bone for the first time. By applying discriminant analysis to the spectral data set in biologically relevant regions, microstructural differences between groups of individuals were found to be related to features associated with both the mineral and organic components of the bone. The preliminary findings also suggest that differences in bone microstructure may exist between healthy individuals of the same age, raising important questions around the normal limits of individual variation and whether individuals may be predisposed to later fracture as a result of detrimental microstructural changes during early growth and development.</abstract><cop>Washington, DC</cop><pub>American Chemical Society</pub><pmid>22413951</pmid><doi>10.1021/ac300123r</doi><tpages>7</tpages></addata></record> |
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subjects | Analytical chemistry Animals Bones Calcinosis - pathology Chemistry Discriminant Analysis Exact sciences and technology Fourier transforms Fractures Horses Microscopy, Electron Microtechnology - methods Molecular structure Reproducibility of Results Spectrometric and optical methods Spectroscopy, Fourier Transform Infrared - methods Tissues |
title | Innovative Approach to Investigating the Microstructure of Calcified Tissues Using Specular Reflectance Fourier Transform-Infrared Microspectroscopy and Discriminant Analysis |
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