Time resolved and label free monitoring of extracellular metabolites by surface enhanced Raman spectroscopy

被引:38
|
作者
Shalabaeva, Victoria [1 ]
Lovato, Laura [1 ]
La Rocca, Rosanna [1 ]
Messina, Gabriele C. [1 ]
Dipalo, Michele [1 ]
Miele, Ermanno [1 ]
Perrone, Michela [1 ]
Gentile, Francesco [2 ]
De Angelis, Francesco [1 ]
机构
[1] Ist Italiano Tecnol, Plasmon Nanotechnol, Genoa, Italy
[2] Univ Naples Federico II, Dept Elect Engn & Informat Technol DIETI, Naples, Italy
来源
PLOS ONE | 2017年 / 12卷 / 04期
基金
欧洲研究理事会;
关键词
3D NANOSTAR DIMERS; GOLD NANOPARTICLES; LIVE CELLS; SERS; SCATTERING; METABOLOMICS; NANOSTRUCTURES; MOLECULE; FABRICATION; PLASMONICS;
D O I
10.1371/journal.pone.0175581
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Metabolomics is an emerging field of cell biology that aims at the comprehensive identification of metabolite levels in biological fluids or cells in a specific functional state. Currently, the major tools for determining metabolite concentrations are mass spectrometry coupled with chromatographic techniques and nuclear magnetic resonance, which are expensive, time consuming and destructive for the samples. Here, we report a time resolved approach to monitor metabolite dynamics in cell cultures, based on Surface Enhanced Raman Scattering (SERS). This method is label-free, easy to use and provides the opportunity to simultaneously study a broad range of molecules, without the need to process the biological samples. As proof of concept, NIH/3T3 cells were cultured in vitro, and the extracellular medium was collected at different time points to be analyzed with our engineered SERS substrates. By identifying individual peaks of the Raman spectra, we showed the simultaneous detection of several components of the conditioned medium, such as L-tyrosine, L-tryptophan, glycine, L-phenylalanine, L-histidine and fetal bovine serum proteins, as well as their intensity changes during time. Furthermore, analyzing the whole Raman data set with the Principal Component Analysis (PCA), we demonstrated that the Raman spectra collected at different days of culture and clustered by similarity, described a well-defined trajectory in the principal component plot. This approach was then utilized to determine indirectly the functional state of the macrophage cell line Raw 264.7, stimulated with the lipopolysaccharide (LPS) for 24 hours. The collected spectra at different time points, clustered by the PCA analysis, followed a well-defined trajectory, corresponding to the functional change of cells toward the activated pro-inflammatory state induced by the LPS. This study suggests that our engineered SERS surfaces can be used as a versatile tool both for the characterization of cell culture conditions and the functional state of cells over time.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Time-resolved surface-enhanced Raman spectroscopy
    Schultz, Jonathan
    Brandt, Nathaniel
    Frontiera, Renee
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2016, 252
  • [2] Label-Free Surface Enhanced Raman Spectroscopy for Cancer Detection
    Avci, Ertug
    Yilmaz, Hulya
    Sahiner, Nurettin
    Tuna, Bilge Guvenc
    Cicekdal, Munevver Burcu
    Eser, Mehmet
    Basak, Kayhan
    Altintoprak, Fatih
    Zengin, Ismail
    Dogan, Soner
    Culha, Mustafa
    CANCERS, 2022, 14 (20)
  • [3] Monitoring kinetic processes of drugs and metabolites: Surface-enhanced Raman spectroscopy
    Luo, Zhewen
    Chen, Haoran
    Bi, Xinyuan
    Ye, Jian
    ADVANCED DRUG DELIVERY REVIEWS, 2025, 217
  • [4] Label-free identification of Erythropoietin isoforms by surface enhanced Raman spectroscopy
    Hassanain, Waleed A.
    Theiss, Frederick L.
    Izake, Emad L.
    TALANTA, 2022, 236
  • [5] Label-free and Raman dyes-free surface-enhanced Raman spectroscopy for detection of DNA
    Qian, Yong
    Fan, Taotao
    Yao, Yao
    Shi, Xin
    Liao, Xianjiu
    Zhou, Fuyi
    Gao, Fenglei
    SENSORS AND ACTUATORS B-CHEMICAL, 2018, 254 : 483 - 489
  • [6] Label-free in-situ monitoring of protein tyrosine nitration in blood by surface-enhanced Raman spectroscopy
    Li, Yuan-Ting
    Li, Da-Wei
    Cao, Yue
    Long, Yi-Tao
    BIOSENSORS & BIOELECTRONICS, 2015, 69 : 1 - 7
  • [7] Extracellular Vesicle Identification Using Label-Free Surface-Enhanced Raman Spectroscopy: Detection and Signal Analysis Strategies
    Shin, Hyunku
    Seo, Dongkwon
    Choi, Yeonho
    MOLECULES, 2020, 25 (21):
  • [8] Label-Free Detection of DNA Hybridization Using Surface Enhanced Raman Spectroscopy
    Barhoumi, Aoune
    Halas, Naomi J.
    JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2010, 132 (37) : 12792 - 12793
  • [9] Label-Free Detection of miRNA Using Surface-Enhanced Raman Spectroscopy
    Li, Dan
    Xia, Ling
    Zhou, Qianjiang
    Wang, Ling
    Chen, Dongmei
    Gao, Xin
    Li, Yang
    ANALYTICAL CHEMISTRY, 2020, 92 (19) : 12769 - 12773
  • [10] Ultra sensitive label free surface enhanced Raman spectroscopy method for the detection of biomolecules
    Hughes, Juanita
    Izake, Emad L.
    Lott, William B.
    Ayoko, Godwin A.
    Sillence, Martin
    TALANTA, 2014, 130 : 20 - 25