Literature DB >> 28714322

Raman Spectroscopy Combined with Principal Component Analysis for Screening Nasopharyngeal Cancer in Human Blood Sera.

Saranjam Khan1, Rahat Ullah1, Samina Javaid2, Shaheen Shahzad2, Hina Ali1, Muhammad Bilal1,3, Muhammad Saleem1, Mushtaq Ahmed1.   

Abstract

This study demonstrates the analysis of nasopharyngeal cancer (NPC) in human blood sera using Raman spectroscopy combined with the multivariate analysis technique. Blood samples of confirmed NPC patients and healthy individuals have been used in this study. The Raman spectra from all these samples were recorded using 785 nm laser for excitation. Important Raman bands at 760, 800, 815, 834, 855, 1003, 1220-1275, and 1524 cm-1, have been observed in both normal and NPC samples. A decrease in the lipids content, phenylalanine, and β-carotene, whereas increases in amide III, tyrosine, and tryptophan have been observed in the NPC samples. The two data sets were well separated using principal component analysis (PCA) based on Raman spectral data. The spectral variations between the healthy and cancerous samples have been further highlighted by plotting loading vectors PC1 and PC2, which shows only those spectral regions where the differences are obvious.

Entities:  

Keywords:  Cancer; PCA; Raman spectroscopy; biomolecules; nasopharynx; principal component analysis

Mesh:

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Year:  2017        PMID: 28714322     DOI: 10.1177/0003702817723928

Source DB:  PubMed          Journal:  Appl Spectrosc        ISSN: 0003-7028            Impact factor:   2.388


  3 in total

1.  Analysis of hepatitis C infection using Raman spectroscopy and proximity based classification in the transformed domain.

Authors:  Anabia Sohail; Saranjam Khan; Rahat Ullah; Shahzad Ahmad Qureshi; Muhammad Bilal; Asifullah Khan
Journal:  Biomed Opt Express       Date:  2018-04-03       Impact factor: 3.732

2.  Iron-binding cellular profile of transferrin using label-free Raman hyperspectral imaging and singular value decomposition (SVD).

Authors:  Kate Tubbesing; Ting Chean Khoo; Shahab Bahreini Jangjoo; Anna Sharikova; Margarida Barroso; Alexander Khmaladze
Journal:  Free Radic Biol Med       Date:  2021-04-27       Impact factor: 7.376

3.  Rapid label-free detection of cholangiocarcinoma from human serum using Raman spectroscopy.

Authors:  Peeraya Suksuratin; Rutchanee Rodpai; Vor Luvira; Pewpan M Intapan; Wanchai Maleewong; Oranat Chuchuen
Journal:  PLoS One       Date:  2022-10-13       Impact factor: 3.752

  3 in total

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