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Enabling quantification of protein concentration in human serum biopsies using attenuated total reflectance – Fourier transform infrared (ATR-FTIR) spectroscopy
- Source :
- Articles, Vibrational Spectroscopy, Vibrational Spectroscopy, Elsevier, 2018, 99, pp.50-58. ⟨10.1016/j.vibspec.2018.08.019⟩
- Publication Year :
- 2018
- Publisher :
- Elsevier BV, 2018.
-
Abstract
- International audience; Changes in protein concentrations within human blood are used as an indicator for nutritional state, hydration and underlying illnesses. They are often measured at regular clinical appointments and the current analytical process can result in long waiting times for results and the need for return patient visits. Attenuated total reflectance – Fourier transform infrared (ATR-FTIR) spectroscopy has the ability to detect minor molecular differences, qualitatively and quantitatively, in biofluid samples, without extensive sample preparation. ATR-FTIR can return an analytical measurement almost instantaneously and therefore could be deemed as an ideal technique for monitoring molecular alterations in blood within the clinic.To determine the suitability of using ATR-FTIR spectroscopy to enable protein quantification in a clinical setting, pooled human serum samples spiked with varying concentrations of human serum albumin (HSA) and immunoglobulin G (IgG) were analysed, before analysing patient clinical samples. Using a validated partial least squares method, the spiked samples (IgG) produced a linearity as high as 0.998 and a RMSEV of 0.49 ± 0.05 mg mL−1, with the patient samples producing R2 values of 0.992 and a corresponding RMSEV of 0.66 ± 0.05 mg mL−1. This claim was validated using two blind testing models, leave one patient out cross validation and k-fold cross validation, achieving optimum linearity and RMSEV values of 0.934 and 1.99 ± 0.79 mg mL−1, respectively.This demonstrates that ATR-FTIR is able to quantify protein within clinically relevant complex matrices and concentrations, such as serum samples, rapidly and with simple sample preparation. The ability to provide a quantification step, along with rapid disease classification, from a spectroscopic signature will aid clinical translation of vibrational spectroscopy to assist with problems currently faced with patient diagnostic pathways.
- Subjects :
- Serum
Quantitative proteomics
Infrared spectroscopy
02 engineering and technology
01 natural sciences
Cross-validation
Attenuated total reflection
Clinical
[CHIM.ANAL]Chemical Sciences/Analytical chemistry
Quantification
Partial least squares regression
Medicine and Health Sciences
medicine
QD
Sample preparation
Spectroscopy
Chromatography
Chemistry
Protein
Physics
010401 analytical chemistry
021001 nanoscience & nanotechnology
Human serum albumin
0104 chemical sciences
3. Good health
Infrared
0210 nano-technology
medicine.drug
Subjects
Details
- ISSN :
- 09242031
- Volume :
- 99
- Database :
- OpenAIRE
- Journal :
- Vibrational Spectroscopy
- Accession number :
- edsair.doi.dedup.....216ca4ee26bddbb407d1cae61ad35899