Source:http://linkedlifedata.com/resource/pubmed/id/10982226
Switch to
Predicate | Object |
---|---|
rdf:type | |
lifeskim:mentions | |
pubmed:issue |
3
|
pubmed:dateCreated |
2000-12-4
|
pubmed:abstractText |
Proteins possess strong absorption features in the combination range (5000-4000 cm(-1)) of the near infrared (NIR) spectrum. These features can be used for quantitative analysis. Partial least squares (PLS) regression was used to analyze NIR spectra of lysozyme with the leave-one-out, full cross-validation method. A strategy for spectral range optimization with cross-validation PLS calibration was presented. A five-factor PLS model based on the spectral range between 4720 and 4540 cm(-1) provided the best calibration model for lysozyme in aqueous solutions. For 47 samples ranging from 0.01 to 10 mg/mL, the root mean square error of prediction was 0.076 mg/mL. This result was compared with values reported in the literature for protein measurements by NIR absorption spectroscopy in human serum and animal cell culture supernatants.
|
pubmed:language |
eng
|
pubmed:journal | |
pubmed:citationSubset |
IM
|
pubmed:chemical | |
pubmed:status |
MEDLINE
|
pubmed:month |
Jun
|
pubmed:issn |
0273-2289
|
pubmed:author | |
pubmed:issnType |
Print
|
pubmed:volume |
87
|
pubmed:owner |
NLM
|
pubmed:authorsComplete |
Y
|
pubmed:pagination |
153-63
|
pubmed:dateRevised |
2006-11-15
|
pubmed:meshHeading |
pubmed-meshheading:10982226-Animals,
pubmed-meshheading:10982226-Calibration,
pubmed-meshheading:10982226-Chickens,
pubmed-meshheading:10982226-Eggs,
pubmed-meshheading:10982226-Fourier Analysis,
pubmed-meshheading:10982226-Least-Squares Analysis,
pubmed-meshheading:10982226-Models, Statistical,
pubmed-meshheading:10982226-Muramidase,
pubmed-meshheading:10982226-Sensitivity and Specificity,
pubmed-meshheading:10982226-Spectroscopy, Near-Infrared
|
pubmed:year |
2000
|
pubmed:articleTitle |
Partial least square analysis of lysozyme near-infrared spectra.
|
pubmed:affiliation |
Department of Chemistry University of Iowa, Iowa City 52242, USA.
|
pubmed:publicationType |
Journal Article,
Research Support, U.S. Gov't, Non-P.H.S.,
Research Support, Non-U.S. Gov't
|