کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1180831 1491543 2014 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Determination of glucose in plasma by dry film-based near infrared spectroscopy: Correcting the thickness variations of dry films without applying an internal standard
ترجمه فارسی عنوان
تعیین گلوکز در پلاسمای با استفاده از طیف سنجی نزدیک به مادون قرمز مبتنی بر فیلم: اصلاح تغییرات ضخامت فیلم های خشک بدون استفاده از استاندارد داخلی
کلمات کلیدی
گلوکز، طیف سنجی نزدیک به مادون قرمز، روش فیلم خشک پلاسما، استراتژی کالیبراسیون دوگانه، رگرسیون بردار پشتیبانی
موضوعات مرتبط
مهندسی و علوم پایه شیمی شیمی آنالیزی یا شیمی تجزیه
چکیده انگلیسی


• A model is proposed for the NIR transmission measurements of dry films.
• The DCSSVR calibration strategy was derived from the proposed model.
• It can realize accurate determination of glucose in dried plasmas samples.
• It has great potential in quantitative NIR spectroscopic analysis of dried samples.

The quantitative determination of analytes in plasma by dry film-based near infrared spectroscopy (NIR) is significantly affected by the thickness variations of dry films. Internal standards are generally used to enhance the reproducibility of quantitative results. However, it is difficult to select an appropriate internal standard with general applicability, and the introduction of an internal standard into plasma samples also complicates experimental procedures. In this work, a quantitative NIR transmission spectroscopy model was proposed to explicitly model the effects of the variations in thickness and light scattering characteristics of dry plasma films on NIR transmission measurements, and an advance dual calibration strategy based on support vector regression (DCSSVR) was derived from the proposed quantitative model to realize accurate determination of analytes (e.g. glucose) in dried plasma samples without the use of internal standards. By using the dry film method coupled with the proposed technique, glucose in plasma could be determined over a concentration range of 0.4–20 mmol L− 1 with satisfactory accuracy (average relative predictive error less than 7.0%) while avoiding any use of internal standards. It can reasonably be expected that the DCSSVR strategy might be of major benefit for the quantitative NIR spectroscopic analysis of analytes of clinical significance in dried biofluid samples.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Chemometrics and Intelligent Laboratory Systems - Volume 135, 15 July 2014, Pages 63–69
نویسندگان
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