A noninvasive cancer detection strategy based on gold nanoparticle surface-enhanced raman spectroscopy of urinary modified nucleosides isolated by affinity chromatography

The search for tumor biomarkers in the urine for cancer diagnosis is currently a hot topic in clinical oncology, with potential for cancer screening and diagnosis. Modified nucleosides excreted through the urine are considered to be a general tumor marker for various cancer types. Herein, we explore...

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Published inBiosensors & bioelectronics Vol. 91; pp. 616 - 622
Main Authors Feng, Shangyuan, Zheng, Zuci, Xu, Yuanji, Lin, Jinyong, Chen, Guannan, Weng, Cuncheng, Lin, Duo, Qiu, Sufang, Cheng, Min, Huang, Zufang, Wang, Lan, Chen, Rong, Xie, Shusen, Zeng, Haishan
Format Journal Article
LanguageEnglish
Published England Elsevier B.V 15.05.2017
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Abstract The search for tumor biomarkers in the urine for cancer diagnosis is currently a hot topic in clinical oncology, with potential for cancer screening and diagnosis. Modified nucleosides excreted through the urine are considered to be a general tumor marker for various cancer types. Herein, we explore a new method that utilizes surface-enhanced Raman scattering (SERS) spectroscopy to obtain a complete biochemical profile of urinary modified nucleosides. In our method, modified nucleosides are first isolated from urine sample utilizing the excellent separation ability of affinity chromatography; then supplemented with gold (Au) nanoparticles as substrate for SERS spectroscopy analysis. The obtained SERS spectra present rich diagnostic and fingerprinting type signatures of urinary modified nucleosides. The utility of this new method in cancer detection was evaluated by analyzing urine samples from three groups of subjects: nasopharyngeal cancer patients (n=62), esophageal cancer patients (n=55), and healthy volunteers (n=52). Partial least squares and linear discriminant analysis (PLS-DA) were used to analyze and classify the SERS spectra of urinary modified nucleosides from nasopharyngeal cancer, esophageal cancer, and the normal group, achieving diagnostic sensitivities of 95.2%, 90.9% and 98.1% and specificities of 97.2%, 98.2% and 95.7%, respectively. These results demonstrated great potential of this novel method for non-invasive and label-free cancer detection and screening. •Based on gold nanoparticle surface-enhanced Raman Spectroscopy, an original method that utilizes urinary tumor marker analysis for non-invasive cancer detection has been developed.•A general tumor marker of modified nucleosides was isolated from two groups of cancer patients (esophageal cancer and nasopharyngeal cancer) and one group of healthy volunteers urine sample by affinity chromatography and then incubated with gold nanoparticles to perform surface-enhanced Raman spectral (SERS) analysis.•Multivariate analysis of the SERS spectra revealed that the data points for both the cancer groups and the normal group form distinct, separated clusters with few overlaps. Both the esophageal cancer group and the nasopharyngeal cancer group can be unambiguously discriminated from the normal group, leading to high diagnostic accuracy.•These results are very promising for developing a label-free, noninvasive, and reliable clinical tool for rapid cancer detection and screening.
AbstractList The search for tumor biomarkers in the urine for cancer diagnosis is currently a hot topic in clinical oncology, with potential for cancer screening and diagnosis. Modified nucleosides excreted through the urine are considered to be a general tumor marker for various cancer types. Herein, we explore a new method that utilizes surface-enhanced Raman scattering (SERS) spectroscopy to obtain a complete biochemical profile of urinary modified nucleosides. In our method, modified nucleosides are first isolated from urine sample utilizing the excellent separation ability of affinity chromatography; then supplemented with gold (Au) nanoparticles as substrate for SERS spectroscopy analysis. The obtained SERS spectra present rich diagnostic and fingerprinting type signatures of urinary modified nucleosides. The utility of this new method in cancer detection was evaluated by analyzing urine samples from three groups of subjects: nasopharyngeal cancer patients (n=62), esophageal cancer patients (n=55), and healthy volunteers (n=52). Partial least squares and linear discriminant analysis (PLS-DA) were used to analyze and classify the SERS spectra of urinary modified nucleosides from nasopharyngeal cancer, esophageal cancer, and the normal group, achieving diagnostic sensitivities of 95.2%, 90.9% and 98.1% and specificities of 97.2%, 98.2% and 95.7%, respectively. These results demonstrated great potential of this novel method for non-invasive and label-free cancer detection and screening.
The search for tumor biomarkers in the urine for cancer diagnosis is currently a hot topic in clinical oncology, with potential for cancer screening and diagnosis. Modified nucleosides excreted through the urine are considered to be a general tumor marker for various cancer types. Herein, we explore a new method that utilizes surface-enhanced Raman scattering (SERS) spectroscopy to obtain a complete biochemical profile of urinary modified nucleosides. In our method, modified nucleosides are first isolated from urine sample utilizing the excellent separation ability of affinity chromatography; then supplemented with gold (Au) nanoparticles as substrate for SERS spectroscopy analysis. The obtained SERS spectra present rich diagnostic and fingerprinting type signatures of urinary modified nucleosides. The utility of this new method in cancer detection was evaluated by analyzing urine samples from three groups of subjects: nasopharyngeal cancer patients (n=62), esophageal cancer patients (n=55), and healthy volunteers (n=52). Partial least squares and linear discriminant analysis (PLS-DA) were used to analyze and classify the SERS spectra of urinary modified nucleosides from nasopharyngeal cancer, esophageal cancer, and the normal group, achieving diagnostic sensitivities of 95.2%, 90.9% and 98.1% and specificities of 97.2%, 98.2% and 95.7%, respectively. These results demonstrated great potential of this novel method for non-invasive and label-free cancer detection and screening. •Based on gold nanoparticle surface-enhanced Raman Spectroscopy, an original method that utilizes urinary tumor marker analysis for non-invasive cancer detection has been developed.•A general tumor marker of modified nucleosides was isolated from two groups of cancer patients (esophageal cancer and nasopharyngeal cancer) and one group of healthy volunteers urine sample by affinity chromatography and then incubated with gold nanoparticles to perform surface-enhanced Raman spectral (SERS) analysis.•Multivariate analysis of the SERS spectra revealed that the data points for both the cancer groups and the normal group form distinct, separated clusters with few overlaps. Both the esophageal cancer group and the nasopharyngeal cancer group can be unambiguously discriminated from the normal group, leading to high diagnostic accuracy.•These results are very promising for developing a label-free, noninvasive, and reliable clinical tool for rapid cancer detection and screening.
Author Feng, Shangyuan
Weng, Cuncheng
Lin, Duo
Wang, Lan
Zheng, Zuci
Xu, Yuanji
Qiu, Sufang
Huang, Zufang
Chen, Guannan
Cheng, Min
Xie, Shusen
Chen, Rong
Lin, Jinyong
Zeng, Haishan
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  surname: Feng
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  organization: Key Laboratory of OptoElectronic Science and Technology for Medicine, Ministry of Education and Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou 350007, China
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  givenname: Yuanji
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  organization: Department of Radiation Oncology, Fujian Provincial Cancer Hospital, Teaching Hospital of Fujian Medical University, Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fuzhou 350014, China
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  organization: Department of Radiation Oncology, Fujian Provincial Cancer Hospital, Teaching Hospital of Fujian Medical University, Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fuzhou 350014, China
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  organization: Key Laboratory of OptoElectronic Science and Technology for Medicine, Ministry of Education and Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou 350007, China
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  organization: Key Laboratory of OptoElectronic Science and Technology for Medicine, Ministry of Education and Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou 350007, China
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  fullname: Lin, Duo
  organization: College of Integrated Traditional Chinese and Western Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350122, China
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  surname: Qiu
  fullname: Qiu, Sufang
  organization: Department of Radiation Oncology, Fujian Provincial Cancer Hospital, Teaching Hospital of Fujian Medical University, Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fuzhou 350014, China
– sequence: 9
  givenname: Min
  surname: Cheng
  fullname: Cheng, Min
  organization: Department of Physics and Electronic Information Engineering, Minjiang University, Fuzhou 350108, China
– sequence: 10
  givenname: Zufang
  surname: Huang
  fullname: Huang, Zufang
  organization: Key Laboratory of OptoElectronic Science and Technology for Medicine, Ministry of Education and Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou 350007, China
– sequence: 11
  givenname: Lan
  surname: Wang
  fullname: Wang, Lan
  organization: Key Laboratory of OptoElectronic Science and Technology for Medicine, Ministry of Education and Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou 350007, China
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  surname: Chen
  fullname: Chen, Rong
  email: chenr@fjnu.edu.cn
  organization: Key Laboratory of OptoElectronic Science and Technology for Medicine, Ministry of Education and Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou 350007, China
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  surname: Xie
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  email: ssxie@fjnu.edu.cn
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  givenname: Haishan
  surname: Zeng
  fullname: Zeng, Haishan
  email: hzeng@bccrc.ca
  organization: Imaging Unit – Integrative Oncology Department, BC Cancer Agency Research Centre, Vancouver, BC, Canada
BackLink https://www.ncbi.nlm.nih.gov/pubmed/28103517$$D View this record in MEDLINE/PubMed
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Keywords Tumor marker
Non-invasive cancer detection
SERS spectroscopy
Modified nucleosides
Affinity chromatography
Language English
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Snippet The search for tumor biomarkers in the urine for cancer diagnosis is currently a hot topic in clinical oncology, with potential for cancer screening and...
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SubjectTerms Affinity chromatography
biomarkers
Biomarkers, Tumor - urine
Biosensing Techniques
biosensors
Chromatography, Affinity - methods
discriminant analysis
esophageal neoplasms
Esophageal Neoplasms - urine
gold
Gold - chemistry
Humans
least squares
Metal Nanoparticles - chemistry
Modified nucleosides
nanogold
nanoparticles
Nasopharyngeal Neoplasms - urine
Non-invasive cancer detection
nucleosides
Nucleosides - urine
patients
Raman spectroscopy
screening
SERS spectroscopy
Spectrum Analysis, Raman - methods
Tumor marker
urine
volunteers
Title A noninvasive cancer detection strategy based on gold nanoparticle surface-enhanced raman spectroscopy of urinary modified nucleosides isolated by affinity chromatography
URI https://dx.doi.org/10.1016/j.bios.2017.01.006
https://www.ncbi.nlm.nih.gov/pubmed/28103517
https://www.proquest.com/docview/2000384594
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