Label-Free Molecular Imaging of Biological Cells and Tissues by Linear and Nonlinear Raman Spectroscopic Approaches.

Raman spectroscopy is an emerging technique in bioanalysis and imaging of biomaterials owing to its unique capability of generating spectroscopic fingerprints. Imaging cells and tissues by Raman microspectroscopy represents a nondestructive and label-free approach. All components of cells or tissues contribute to the Raman signals, giving rise to complex spectral signatures. Resonance Raman scattering and surface-enhanced Raman scattering can be used to enhance the signals and reduce the spectral complexity. Raman-active labels can be introduced to increase specificity and multimodality. In addition, nonlinear coherent Raman scattering methods offer higher sensitivities, which enable the rapid imaging of larger sampling areas. Finally, fiber-based imaging techniques pave the way towards in vivo applications of Raman spectroscopy. This Review summarizes the basic principles behind medical Raman imaging and its progress since 2012.

[1]  Halina Abramczyk,et al.  Raman 'optical biopsy' of human breast cancer. , 2012, Progress in biophysics and molecular biology.

[2]  Martina C Meinke,et al.  Perturbation Factors in the Clinical Handling of a Fiber-Coupled Raman Probe for Cutaneous in Vivo Diagnostic Raman Spectroscopy , 2015, Applied spectroscopy.

[3]  J. Popp,et al.  Raman Based Molecular Imaging and Analytics: A Magic Bullet for Biomedical Applications!? , 2016, Analytical chemistry.

[4]  F. Marini,et al.  Validation of chemometric models - a tutorial. , 2015, Analytica chimica acta.

[5]  R. Chen,et al.  Silver nanoparticle based surface enhanced Raman scattering spectroscopy of diabetic and normal rat pancreatic tissue under near-infrared laser excitation , 2013 .

[6]  J. Popp,et al.  Characterization of atherosclerotic plaque depositions by Raman and FTIR imaging , 2013, Journal of biophotonics.

[7]  Hesham K. Yosef,et al.  Label-Free Raman Spectroscopic Imaging Monitors the Integral Physiologically Relevant Drug Responses in Cancer Cells. , 2015, Analytical chemistry.

[8]  Hidetoshi Sato,et al.  Light sheet-excited spontaneous Raman imaging of a living fish by optical sectioning in a wide field Raman microscope , 2012 .

[9]  Amy L. Gryshuk,et al.  Investigating drug induced changes in single, living lymphocytes based on Raman micro-spectroscopy. , 2014, The Analyst.

[10]  Jürgen Popp,et al.  Checking and Improving Calibration of Raman Spectra using Chemometric Approaches , 2011 .

[11]  A. Marx,et al.  Rapid immuno‐SERS microscopy for tissue imaging with single‐nanoparticle sensitivity , 2012, Journal of biophotonics.

[12]  Yiping Cui,et al.  Dual-mode tracking of tumor-cell-specific drug delivery using fluorescence and label-free SERS techniques. , 2014, Biosensors & bioelectronics.

[13]  T Meyer,et al.  Seamless stitching of tile scan microscope images , 2015, Journal of microscopy.

[14]  X. Xie,et al.  Coherent Anti-Stokes Raman Scattering Microscopy: Instrumentation, Theory, and Applications , 2004 .

[15]  Mads S. Bergholt,et al.  Quantitative multi‐image analysis for biomedical Raman spectroscopic imaging , 2016, Journal of biophotonics.

[16]  V. Zharov,et al.  Circulating tumor cell identification by functionalized silver-gold nanorods with multicolor, super-enhanced SERS and photothermal resonances , 2014, Scientific Reports.

[17]  R. Alfano,et al.  Resonance Raman and Raman Spectroscopy for Breast Cancer Detection , 2013, Technology in cancer research & treatment.

[18]  Zhouyi Guo,et al.  Dye-free near-infrared surface-enhanced Raman scattering nanoprobes for bioimaging and high-performance photothermal cancer therapy. , 2015, Nanoscale.

[19]  Igor V Ermakov,et al.  Resonance Raman detection of carotenoid antioxidants in living human tissue. , 2005, Journal of biomedical optics.

[20]  David E. Battey,et al.  Axial Transmissive f/1.8 Imaging Raman Spectrograph with Volume-Phase Holographic Filter and Grating , 1993 .

[21]  Jürgen Popp,et al.  Optimization of Raman-spectrum baseline correction in biological application. , 2016, The Analyst.

[22]  Jesse V Jokerst,et al.  A small animal Raman instrument for rapid, wide-area, spectroscopic imaging , 2013, Proceedings of the National Academy of Sciences.

[23]  Mads S. Bergholt,et al.  In Vivo Diagnosis of Esophageal Cancer Using Image-Guided Raman Endoscopy and Biomolecular Modeling , 2011, Technology in cancer research & treatment.

[24]  Yury Gogotsi,et al.  Nanoprobes for intracellular and single cell surface-enhanced Raman spectroscopy (SERS) , 2012 .

[25]  Jürgen Popp,et al.  Multimodal nonlinear microscopy of head and neck carcinoma — toward surgery assisting frozen section analysis , 2016, Head & neck.

[26]  M. Manfait,et al.  Raman imaging of single living cells: probing effects of non-cytotoxic doses of an anti-cancer drug. , 2011, The Analyst.

[27]  Martina C Meinke,et al.  Comparison of two methods for noninvasive determination of carotenoids in human and animal skin: Raman spectroscopy versus reflection spectroscopy , 2012, Journal of biophotonics.

[28]  Don McNaughton,et al.  Resonance Raman spectroscopy in malaria research , 2006, Expert review of proteomics.

[29]  Max Diem,et al.  A method for the comparison of multi-platform spectral histopathology (SHP) data sets. , 2015, The Analyst.

[30]  Alan G. Ryder,et al.  Kernel principal component analysis residual diagnosis (KPCARD): An automated method for cosmic ray artifact removal in Raman spectra. , 2016, Analytica chimica acta.

[31]  Jürgen Popp,et al.  Raman Imaging with a Fiber-Coupled Multichannel Spectrograph , 2014, Sensors.

[32]  Maxim E. Darvin,et al.  Ultrafast imaging Raman spectroscopy of large-area samples without stepwisescanning , 2016 .

[33]  Satoshi Kawata,et al.  Label-free Raman observation of cytochrome c dynamics during apoptosis , 2011, Proceedings of the National Academy of Sciences.

[34]  Nicolas Pavillon,et al.  Maximizing throughput in label-free microspectroscopy with hybrid Raman imaging , 2015, Journal of biomedical optics.

[35]  Antonella I. Mazur,et al.  Molecular pathology via IR and Raman spectral imaging , 2013, Journal of biophotonics.

[36]  Nameera F. Baig,et al.  Multimodal chemical imaging of molecular messengers in emerging Pseudomonas aeruginosa bacterial communities. , 2015, The Analyst.

[37]  Laura Marcu,et al.  Combined fiber probe for fluorescence lifetime and Raman spectroscopy , 2015, Analytical and Bioanalytical Chemistry.

[38]  Mads S. Bergholt,et al.  Characterizing variability in in vivo Raman spectroscopic properties of different anatomical sites of normal tissue in the oral cavity , 2012 .

[39]  S. Laffray,et al.  In vivo optical monitoring of tissue pathologies and diseases with vibrational contrast , 2009, Journal of biophotonics.

[40]  E. Potma,et al.  Evaluation of stimulated raman scattering microscopy for identifying squamous cell carcinoma in human skin , 2013, Lasers in surgery and medicine.

[41]  Satoshi Kawata,et al.  Time-lapse Raman imaging of osteoblast differentiation , 2015, Scientific Reports.

[42]  Freddy T. Nguyen,et al.  Measuring uptake dynamics of multiple identifiable carbon nanotube species via high-speed confocal Raman imaging of live cells. , 2012, Nano letters.

[43]  Daniel Niedieker,et al.  Colocalization of fluorescence and Raman microscopic images for the identification of subcellular compartments: a validation study. , 2015, The Analyst.

[44]  Jun Zhang,et al.  Au@organosilica multifunctional nanoparticles for the multimodal imaging , 2011 .

[45]  Ji-Xin Cheng,et al.  High-speed vibrational imaging and spectral analysis of lipid bodies by compound Raman microscopy. , 2009, The journal of physical chemistry. B.

[46]  B. Ren,et al.  BSA-coated nanoparticles for improved SERS-based intracellular pH sensing. , 2014, Analytical chemistry.

[47]  Brian C. Smith,et al.  Polymorph Characterization of Active Pharmaceutical Ingredients (APIs) Using Low-Frequency Raman Spectroscopy , 2014, Applied spectroscopy.

[48]  E. Coronado,et al.  Identification, localization, and quantification of neuronal cell membrane receptors with plasmonic probes: role of protein kinase D1 in their distribution. , 2014, ACS nano.

[49]  Peter Lasch,et al.  Resonance Raman microscopy in combination with partial dark-field microscopy lights up a new path in malaria diagnostics. , 2009, The Analyst.

[50]  Yiping Cui,et al.  Tracking multiplex drugs and their dynamics in living cells using the label-free surface-enhanced Raman scattering technique. , 2012, Molecular pharmaceutics.

[51]  Lingxin Chen,et al.  Upconversion fluorescence-SERS dual-mode tags for cellular and in vivo imaging. , 2014, ACS applied materials & interfaces.

[52]  Tingting Xu,et al.  Surface-enhanced Raman scattering-based sensing in vitro: facile and label-free detection of apoptotic cells at the single-cell level. , 2013, Analytical chemistry.

[53]  Zufang Huang,et al.  Ultrasound-mediated method for rapid delivery of nano-particles into cells for intracellular surface-enhanced Raman spectroscopy and cancer cell screening , 2015, Nanotechnology.

[54]  Malgorzata Baranska,et al.  Rhodamine 6G conjugated to gold nanoparticles as labels for both SERS and fluorescence
studies on live endothelial cells , 2014, Microchimica Acta.

[55]  M. Potara,et al.  Folic acid-conjugated, SERS-labeled silver nanotriangles for multimodal detection and targeted photothermal treatment on human ovarian cancer cells. , 2014, Molecular pharmaceutics.

[56]  C. Coban,et al.  Label-free Raman imaging of the macrophage response to the malaria pigment hemozoin. , 2015, The Analyst.

[57]  X. Xie,et al.  Stimulated Raman scattering microscopy with a robust fibre laser source , 2014, Nature Photonics.

[58]  Riccardo Cicchi,et al.  Combined fluorescence‐Raman spectroscopic setup for the diagnosis of melanocytic lesions , 2014, Journal of biophotonics.

[59]  Wei Min,et al.  Live-cell quantitative imaging of proteome degradation by stimulated Raman scattering. , 2014, Angewandte Chemie.

[60]  Jürgen Popp,et al.  Texture analysis and classification in coherent anti-Stokes Raman scattering (CARS) microscopy images for automated detection of skin cancer , 2015, Comput. Medical Imaging Graph..

[61]  P. Chaturvedi,et al.  Raman Spectroscopy of Oral Buccal Mucosa: A Study on Age-Related Physiological Changes and Tobacco-Related Pathological Changes , 2012, Technology in cancer research & treatment.

[62]  A. Pliss,et al.  Functionalized Plasmonic Anisotropic Nanocrystals for Multimodal Imaging of Cancer Cells , 2013, Plasmonics.

[63]  Jürgen Popp,et al.  Quartz microfluidic chip for tumour cell identification by Raman spectroscopy in combination with optical traps , 2013, Analytical and Bioanalytical Chemistry.

[64]  Ji-Xin Cheng,et al.  Vibrational spectroscopic imaging of living systems: An emerging platform for biology and medicine , 2015, Science.

[65]  John Paul Pezacki,et al.  Chemical contrast for imaging living systems: molecular vibrations drive CARS microscopy , 2011, Nature chemical biology.

[66]  Wei-Chuan Shih,et al.  Performance of line-scan Raman microscopy for high-throughput chemical imaging of cell population. , 2014, Applied optics.

[67]  T. Spiro,et al.  Resonance Raman spectroscopy as a probe of heme protein structure and dynamics. , 1985, Advances in protein chemistry.

[68]  Zufang Huang,et al.  Surface-enhanced Raman spectroscopy for differentiation between benign and malignant thyroid tissues , 2014 .

[69]  J. Popp,et al.  Applications of coherent Raman scattering microscopies to clinical and biological studies. , 2015, The Analyst.

[70]  Anita Mahadevan-Jansen,et al.  A clinical instrument for combined raman spectroscopy‐optical coherence tomography of skin cancers , 2011, Lasers in surgery and medicine.

[71]  Takeo Minamikawa,et al.  Label-free detection of peripheral nerve tissues against adjacent tissues by spontaneous Raman microspectroscopy , 2012, Histochemistry and Cell Biology.

[72]  W. Fang,et al.  pH-controllable drug carrier with SERS activity for targeting cancer cells. , 2014, Biosensors & bioelectronics.

[73]  Nicolas Pavillon,et al.  Implementation of simultaneous quantitative phase with Raman imaging , 2015 .

[74]  Heinz-Detlef Kronfeldt,et al.  Microsystem 671 nm light source for shifted excitation Raman difference spectroscopy. , 2009, Applied optics.

[75]  M. Schmitt,et al.  Raman spectroscopic imaging for the real-time detection of chemical changes associated with docetaxel exposure. , 2013, Chemphyschem : a European journal of chemical physics and physical chemistry.

[76]  Christian Matthäus,et al.  Differentiation of MCF-7 tumor cells from leukocytes and fibroblast cells using epithelial cell adhesion molecule targeted multicore surface-enhanced Raman spectroscopy labels , 2015, Journal of biomedical optics.

[77]  Yun Yu,et al.  Confocal Raman spectroscopic analysis of the cytotoxic response to cisplatin in nasopharyngeal carcinoma cells , 2013 .

[78]  J. Popp,et al.  Raman acoustic levitation spectroscopy of red blood cells and Plasmodium falciparum trophozoites. , 2007, Lab on a chip.

[79]  Wei Min,et al.  Live-Cell Bioorthogonal Chemical Imaging: Stimulated Raman Scattering Microscopy of Vibrational Probes. , 2016, Accounts of chemical research.

[80]  Maxim E. Darvin,et al.  In vivo Raman spectroscopy detects increased epidermal antioxidative potential with topically applied carotenoids , 2008 .

[81]  A. Desbois Resonance Raman spectroscopy of c-type cytochromes. , 1994, Biochimie.

[82]  Werner Gellermann,et al.  Noninvasive assessment of dermal carotenoids as a biomarker of fruit and vegetable intake. , 2010, The American journal of clinical nutrition.

[83]  M. Gao,et al.  Facilely synthesized polydopamine encapsulated surface-enhanced Raman scattering (SERS) probes for multiplex tumor associated cell surface antigen detection using SERS imaging , 2015 .

[84]  J. Lademann,et al.  Determination of the thickness and structure of the skin barrier by in vivo laser scanning microscopy , 2008 .

[85]  U. Lemmer,et al.  Visualization of astaxanthin localization in HT29 human colon adenocarcinoma cells by combined confocal resonance Raman and fluorescence microspectroscopy. , 2006, Molecular nutrition & food research.

[86]  Axel Mosig,et al.  Spectral histopathology of colon cancer tissue sections by Raman imaging with 532 nm excitation provides label free annotation of lymphocytes, erythrocytes and proliferating nuclei of cancer cells. , 2013, The Analyst.

[87]  L. Tilley,et al.  Red Blood Cells Polarize Green Laser Light Revealing Hemoglobin's Enhanced Non-Fundamental Raman Modes , 2014, Chemphyschem : a European journal of chemical physics and physical chemistry.

[88]  G. Madden,et al.  Skin carotenoids: a biomarker of fruit and vegetable intake in children. , 2010, Journal of the Academy of Nutrition and Dietetics.

[89]  Franziska Hoffmann,et al.  Novel workflow for combining Raman spectroscopy and MALDI-MSI for tissue based studies , 2015, Analytical and Bioanalytical Chemistry.

[90]  Hugh Barr,et al.  Assessment of a custom-built Raman spectroscopic probe for diagnosis of early oesophageal neoplasia. , 2012, Journal of biomedical optics.

[91]  Kyuhyun Im,et al.  Theragnostic pH-sensitive gold nanoparticles for the selective surface enhanced Raman scattering and photothermal cancer therapy. , 2013, Analytical chemistry.

[92]  Jiajing Zhou,et al.  Biodegradable theranostic plasmonic vesicles of amphiphilic gold nanorods. , 2013, ACS nano.

[93]  Xiaodong Han,et al.  Intracellular surface-enhanced Raman scattering probes based on TAT peptide-conjugated Au nanostars for distinguishing the differentiation of lung resident mesenchymal stem cells. , 2015, Biomaterials.

[94]  Christian Matthäus,et al.  Noninvasive imaging of intracellular lipid metabolism in macrophages by Raman microscopy in combination with stable isotopic labeling. , 2012, Analytical chemistry.

[95]  Sarah Marshall,et al.  Spatially compressed dual-wavelength excitation Raman spectrometer. , 2014, Applied optics.

[96]  B. Dietzek,et al.  Multicore fiber with integrated fiber Bragg gratings for background-free Raman sensing. , 2012, Optics express.

[97]  M. Pacheco,et al.  Discrimination of basal cell carcinoma and melanoma from normal skin biopsies in vitro through Raman spectroscopy and principal component analysis. , 2012, Photomedicine and laser surgery.

[98]  Yiping Cui,et al.  pH-sensitive nanocarrier based on gold/silver core-shell nanoparticles decorated multi-walled carbon manotubes for tracing drug release in living cells. , 2016, Biosensors & bioelectronics.

[99]  T. Spiro,et al.  Probing protein structure and dynamics with resonance Raman spectroscopy: cytochrome c peroxidase and hemoglobin. , 1990, Biochemistry.

[100]  Steven E. J. Bell,et al.  Analysis of luminescent samples using subtracted shifted Raman spectroscopy , 1998 .

[101]  Jürgen Popp,et al.  Crisp and soft multivariate methods visualize individual cell nuclei in Raman images of liver tissue sections , 2011 .

[102]  X. Xie,et al.  Rapid, Label-Free Detection of Brain Tumors with Stimulated Raman Scattering Microscopy , 2013, Science Translational Medicine.

[103]  J. Popp,et al.  Advances in optical biopsy--correlation of malignancy and cell density of primary brain tumors using Raman microspectroscopic imaging. , 2012, The Analyst.

[104]  Aaron Park,et al.  Baseline correction using asymmetrically reweighted penalized least squares smoothing. , 2015, The Analyst.

[105]  Andreas Volkmer,et al.  Vibrational imaging and microspectroscopies based on coherent anti-Stokes Raman scattering microscopy , 2005 .

[106]  M. Schmitt,et al.  Deeper understanding of biological tissue: quantitative correlation of MALDI-TOF and Raman imaging. , 2013, Analytical chemistry.

[107]  So Yeong Lee,et al.  Label-free Raman spectroscopy for accessing intracellular anticancer drug release on gold nanoparticles. , 2012, The Analyst.

[108]  J. Lademann,et al.  Interaction between Carotenoids and Free Radicals in Human Skin , 2011, Skin Pharmacology and Physiology.

[109]  D. Lee,et al.  Fluorescence-Raman Dual Modal Endoscopic System for Multiplexed Molecular Diagnostics , 2015, Scientific Reports.

[110]  S. Lorkowski,et al.  Complexity of fatty acid distribution inside human macrophages on single cell level using Raman micro-spectroscopy , 2014, Analytical and Bioanalytical Chemistry.

[111]  Werner Gellermann,et al.  Resonance Raman spectroscopic evaluation of skin carotenoids as a biomarker of carotenoid status for human studies. , 2013, Archives of biochemistry and biophysics.

[112]  Dan Fu,et al.  Reliable cell segmentation based on spectral phasor analysis of hyperspectral stimulated Raman scattering imaging data. , 2014, Analytical chemistry.

[113]  Rong Chen,et al.  Esophageal cancer detection based on tissue surface-enhanced Raman spectroscopy and multivariate analysis , 2013 .

[114]  T. Johnson,et al.  Detection of human brain tumor infiltration with quantitative stimulated Raman scattering microscopy , 2015, Science Translational Medicine.

[115]  Leanne M. Fullwood,et al.  Characterisation of a fibre optic Raman probe within a hypodermic needle , 2015, Analytical and Bioanalytical Chemistry.

[116]  T. Huser,et al.  Direct comparison of fatty acid ratios in single cellular lipid droplets as determined by comparative Raman spectroscopy and gas chromatography. , 2013, The Analyst.

[117]  F. Theil,et al.  Surface-enhanced Raman spectroscopy (SERS): progress and trends , 2012, Analytical and Bioanalytical Chemistry.

[118]  O. Lindahl,et al.  Combining scanning haptic microscopy and fibre optic Raman spectroscopy for tissue characterization , 2012, Journal of medical engineering & technology.

[119]  Xiuzhen Huang,et al.  Goldindec: A Novel Algorithm for Raman Spectrum Baseline Correction , 2015, Applied spectroscopy.

[120]  Paul I. Okagbare,et al.  Noninvasive Raman spectroscopy of rat tibiae: approach to in vivo assessment of bone quality , 2012, Journal of biomedical optics.

[121]  H. C. Wolf,et al.  The lowest excited electronic singlet states of all-trans β-carotene single crystals , 1991 .

[122]  Mira Kim,et al.  Real-time monitoring of glutathione-triggered thiopurine anticancer drug release in live cells investigated by surface-enhanced Raman scattering. , 2012, Analytical chemistry.

[123]  Jürgen Popp,et al.  Identification of primary tumors of brain metastases by Raman imaging and support vector machines , 2012 .

[124]  Gary Ruvkun,et al.  Genome-wide RNAi analysis of Caenorhabditis elegans fat regulatory genes , 2003, Nature.

[125]  Bong Hyun Chung,et al.  Rapid and sensitive phenotypic marker detection on breast cancer cells using surface-enhanced Raman scattering (SERS) imaging. , 2014, Biosensors & bioelectronics.

[126]  M. Salerno,et al.  Thin nanoporous alumina-based SERS platform for single cell sensing , 2015 .

[127]  Jürgen Popp,et al.  Image Processing—Chemometric Approaches to Analyze Optical Molecular Images , 2014 .

[128]  M. Olivo,et al.  Controllable synthesis of tetrapod gold nanocrystals with precisely tunable near-infrared plasmon resonance towards highly efficient surface enhanced Raman spectroscopy bioimaging. , 2015, Journal of materials chemistry. B.

[129]  Werner Gellermann,et al.  Skin and plasma carotenoid response to a provided intervention diet high in vegetables and fruit: uptake and depletion kinetics. , 2014, The American journal of clinical nutrition.

[130]  J. Popp,et al.  Discrimination and classification of liver cancer cells and proliferation states by Raman spectroscopic imaging. , 2014, The Analyst.

[131]  James W Tunnell,et al.  Design and characterization of a novel multimodal fiber-optic probe and spectroscopy system for skin cancer applications. , 2014, The Review of scientific instruments.

[132]  Christian Matthäus,et al.  Non-invasive depth profile imaging of the stratum corneum using confocal Raman microscopy: first insights into the method. , 2013, European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences.

[133]  R. McCreery,et al.  Calibration of Raman Spectrometer Instrument Response Function with Luminescence Standards: An Update , 1998 .

[134]  C. Larroque,et al.  Label-free detection of anticancer drug paclitaxel in living cells by confocal Raman microscopy , 2013 .

[135]  Cesar Jauregui,et al.  All-fiber laser source for CARS microscopy based on fiber optical parametric frequency conversion. , 2012, Optics express.

[136]  Ping Wang,et al.  Imaging Lipid Metabolism in LiveCaenorhabditis elegansUsing Fingerprint Vibrations , 2014 .

[137]  Jürgen Popp,et al.  Design and first applications of a flexible Raman micro-spectroscopic system for biological imaging , 2016 .

[138]  Dominik J Naczynski,et al.  Dimeric Gold Nanoparticle Assemblies as Tags for SERS‐Based Cancer Detection , 2013, Advanced healthcare materials.

[139]  Don McNaughton,et al.  Resonance Raman spectroscopy reveals new insight into the electronic structure of beta-hematin and malaria pigment. , 2004, Journal of the American Chemical Society.

[140]  I. Notingher,et al.  Tracing amino acid exchange during host-pathogen interaction by combined stable-isotope time-resolved Raman spectral imaging , 2016, Scientific Reports.

[141]  Jian Ouyang,et al.  Surface-enhanced Raman scattering imaging of cancer cells and tissues via sialic acid-imprinted nanotags. , 2015, Chemical communications.

[142]  N. Pavillon,et al.  Distribution of label free cationic polymer-coated gold nanorods in live macrophage cells reveals formation of groups of intracellular SERS signals of probe nanoparticles , 2014 .

[143]  Jeong-Woo Choi,et al.  Monitoring in vitro neural stem cell differentiation based on surface-enhanced Raman spectroscopy using a gold nanostar array , 2015 .

[144]  Axel Mosig,et al.  Label-free imaging of drug distribution and metabolism in colon cancer cells by Raman microscopy. , 2014, The Analyst.

[145]  Lijia Liang,et al.  Exploring type II microcalcifications in benign and premalignant breast lesions by shell-isolated nanoparticle-enhanced Raman spectroscopy (SHINERS). , 2014, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[146]  J. Chan,et al.  Estimation of spectra sample size for characterizing single cells using micro‐Raman spectroscopy , 2016 .

[147]  H. Tissenbaum,et al.  A Comparative Study of Fat Storage Quantitation in Nematode Caenorhabditis elegans Using Label and Label-Free Methods , 2010, PloS one.

[148]  I. Holen,et al.  Raman spectroscopic analysis differentiates between breast cancer cell lines , 2015 .

[149]  H. G. Schulze,et al.  Label-free determination of the cell cycle phase in human embryonic stem cells by Raman microspectroscopy. , 2013, Analytical chemistry.

[150]  M. Lee,et al.  Stimulated Raman scattering microscopy: an emerging tool for drug discovery , 2016, Chemical Society reviews.

[151]  Claudia Beleites,et al.  Application of R-mode analysis to Raman maps: a different way of looking at vibrational hyperspectral data , 2014, Analytical and Bioanalytical Chemistry.

[152]  J. Popp,et al.  Towards detection and identification of circulating tumour cells using Raman spectroscopy. , 2010, The Analyst.

[153]  Nick Stone,et al.  Spectropathology for the next generation: quo vadis? , 2015, The Analyst.

[154]  T Meyer,et al.  Developments in spontaneous and coherent Raman scattering microscopic imaging for biomedical applications. , 2016, Chemical Society reviews.

[155]  G. Puppels,et al.  Investigation of the potential of Raman spectroscopy for oral cancer detection in surgical margins , 2015, Laboratory Investigation.

[156]  Zhiwei Huang,et al.  Optical diagnosis of laryngeal cancer using high wavenumber Raman spectroscopy. , 2012, Biosensors & bioelectronics.

[157]  M. Kraft,et al.  Secondary ion mass spectrometry and Raman spectroscopy for tissue engineering applications. , 2015, Current opinion in biotechnology.

[158]  Jürgen Popp,et al.  SERS: a versatile tool in chemical and biochemical diagnostics , 2008, Analytical and bioanalytical chemistry.

[159]  Lucas A Lane,et al.  SERS Nanoparticles in Medicine: From Label-Free Detection to Spectroscopic Tagging. , 2015, Chemical reviews.

[160]  Christian Matthäus,et al.  In vivo characterization of atherosclerotic plaque depositions by Raman-probe spectroscopy and in vitro coherent anti-stokes Raman scattering microscopic imaging on a rabbit model. , 2012, Analytical chemistry.

[161]  Milind Rajadhyaksha,et al.  Quantitative molecular phenotyping with topically applied SERS nanoparticles for intraoperative guidance of breast cancer lumpectomy , 2016, Scientific Reports.

[162]  A. Koloydenko,et al.  Diagnosis of tumors during tissue-conserving surgery with integrated autofluorescence and Raman scattering microscopy , 2013, Proceedings of the National Academy of Sciences.

[163]  Maxim E. Darvin,et al.  Non-invasive in vivo determination of the carotenoids beta-carotene and lycopene concentrations in the human skin using the Raman spectroscopic method , 2005 .

[164]  I. Petersen,et al.  Systematic evaluation of the biological variance within the Raman based colorectal tissue diagnostics , 2016, Journal of biophotonics.

[165]  Nisa Mullaithilaga,et al.  Surface-enhanced Raman scattering dye-labeled Au nanoparticles for triplexed detection of leukemia and lymphoma cells and SERS flow cytometry. , 2013, Langmuir : the ACS journal of surfaces and colloids.

[166]  Kishan Dholakia,et al.  Multi-modal approach using Raman spectroscopy and optical coherence tomography for the discrimination of colonic adenocarcinoma from normal colon. , 2013, Biomedical optics express.

[167]  Ines Latka,et al.  Fiber optic probes for linear and nonlinear Raman applications – Current trends and future development , 2013 .

[168]  D. Radziuk,et al.  Highly effective hot spots for SERS signatures of live fibroblasts. , 2014, Nanoscale.

[169]  M. Teh,et al.  Real-time Raman spectroscopy for in vivo, online gastric cancer diagnosis during clinical endoscopic examination. , 2012, Journal of biomedical optics.

[170]  Mads S. Bergholt,et al.  Characterizing variability in in vivo Raman spectra of different anatomical locations in the upper gastrointestinal tract toward cancer detection. , 2011, Journal of biomedical optics.

[171]  H. Hamaguchi,et al.  Accurate intensity calibration for low wavenumber (−150 to 150 cm−1) Raman spectroscopy using the pure rotational spectrum of N2 , 2015 .

[172]  S. Nair,et al.  Rapid detection of oral cancer using Ag-TiO2 nanostructured surface-enhanced Raman spectroscopic substrates. , 2014, Journal of materials chemistry. B.

[173]  Laura Marcu,et al.  Fluorescence Lifetime Techniques in Medical Applications , 2012, Annals of Biomedical Engineering.

[174]  Ping Wang,et al.  Fast Vibrational Imaging of Single Cells and Tissues by Stimulated Raman Scattering Microscopy , 2014, Accounts of chemical research.

[175]  B. Wood,et al.  Interaction of quinoline antimalarial drugs with ferriprotoporphyrin IX, a solid state spectroscopy study. , 2011, Journal of inorganic biochemistry.

[176]  A. Shen,et al.  Synthesis of size-tunable chitosan encapsulated gold-silver nanoflowers and their application in SERS imaging of living cells. , 2015, Physical chemistry chemical physics : PCCP.

[177]  K. Dahl,et al.  Quantification of uptake and localization of bovine serum albumin-stabilized single-wall carbon nanotubes in different human cell types. , 2011, Small.

[178]  Zhouyi Guo,et al.  Graphene oxide based surface-enhanced Raman scattering probes for cancer cell imaging. , 2013, Physical chemistry chemical physics : PCCP.

[179]  Brian W Pogue,et al.  Next-generation Raman tomography instrument for non-invasive in vivo bone imaging. , 2015, Biomedical optics express.

[180]  N. Stone,et al.  A Subcutaneous Raman Needle Probe , 2013, Applied spectroscopy.

[181]  Jürgen Popp,et al.  Light sheet Raman micro-spectroscopy , 2016 .

[182]  H. Byrne,et al.  Spectral pre and post processing for infrared and Raman spectroscopy of biological tissues and cells. , 2016, Chemical Society reviews.

[183]  Jürgen Lademann,et al.  Determination of the antioxidative capacity of the skin in vivo using resonance Raman and electron paramagnetic resonance spectroscopy , 2011, Experimental dermatology.

[184]  Wei Zheng,et al.  Near-infrared-excited confocal Raman spectroscopy advances in vivo diagnosis of cervical precancer , 2013, Journal of biomedical optics.

[185]  J. Popp,et al.  Chemo-spectroscopic sensor for carboxyl terminus overexpressed in carcinoma cell membrane. , 2015, Nanomedicine : nanotechnology, biology, and medicine.

[186]  K. Ang,et al.  Resonance Raman Microspectroscopy of Normal Erythrocytes and Plasmodium Berghei-Infected Erythrocytes , 1999 .

[187]  Rekha Gautam,et al.  Review of multidimensional data processing approaches for Raman and infrared spectroscopy , 2015, EPJ Techniques and Instrumentation.

[188]  Igor K Lednev,et al.  UV resonance Raman investigations of peptide and protein structure and dynamics. , 2012, Chemical reviews.

[189]  G. Thomas,et al.  UV resonance Raman spectroscopy of DNA and protein constituents of viruses: assignments and cross sections for excitations at 257, 244, 238, and 229 nm. , 1998, Biopolymers.

[190]  W. Webb,et al.  Nonlinear magic: multiphoton microscopy in the biosciences , 2003, Nature Biotechnology.

[191]  A. Wu,et al.  Raman Reporter-Coupled Ag(core)@Au(shell) Nanostars for in Vivo Improved Surface Enhanced Raman Scattering Imaging and Near-infrared-Triggered Photothermal Therapy in Breast Cancers. , 2015, ACS applied materials & interfaces.

[192]  J Popp,et al.  Combining multiset resolution and segmentation for hyperspectral image analysis of biological tissues. , 2015, Analytica chimica acta.

[193]  K. Liland,et al.  Model-based pre-processing in Raman spectroscopy of biological samples , 2016 .

[194]  Haishan Zeng,et al.  Using Laser Raman Spectroscopy to Reduce False Positives of Autofluorescence Bronchoscopies: A Pilot Study , 2011, Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer.

[195]  Jürgen Popp,et al.  Identification and differentiation of single cells from peripheral blood by Raman spectroscopic imaging , 2010, Journal of biophotonics.

[196]  Laura Fabris,et al.  Gold-based SERS tags for biomedical imaging , 2015 .

[197]  Lingxin Chen,et al.  Biocompatible triplex Ag@SiO2@mTiO2 core-shell nanoparticles for simultaneous fluorescence-SERS bimodal imaging and drug delivery. , 2012, Chemistry.

[198]  M. Potara,et al.  Chitosan-coated triangular silver nanoparticles as a novel class of biocompatible, highly sensitive plasmonic platforms for intracellular SERS sensing and imaging. , 2013, Nanoscale.

[199]  M. Kępczyński,et al.  Endothelium in Spots – High-Content Imaging of Lipid Rafts Clusters in db/db Mice , 2014, PloS one.

[200]  Mortazavi,et al.  Supporting Online Material Materials and Methods Figs. S1 to S13 Tables S1 to S3 References Label-free Biomedical Imaging with High Sensitivity by Stimulated Raman Scattering Microscopy , 2022 .

[201]  H. Tian,et al.  Monitoring of Endogenous Hydrogen Sulfide in Living Cells Using Surface-Enhanced Raman Scattering. , 2015, Angewandte Chemie.

[202]  Kishan Dholakia,et al.  Online fluorescence suppression in modulated Raman spectroscopy. , 2010, Analytical chemistry.

[203]  Aaron M. Streets,et al.  Label-Free Digital Quantification of Lipid Droplets in Single Cells by Stimulated Raman Microscopy on a Microfluidic Platform. , 2016, Analytical chemistry.

[204]  S. Bamrungsap,et al.  SERS-fluorescence dual mode nanotags for cervical cancer detection using aptamers conjugated to gold-silver nanorods , 2015, Microchimica Acta.

[205]  Zhuyuan Wang,et al.  Surface enhanced Raman scattering traceable and glutathione responsive nanocarrier for the intracellular drug delivery. , 2013, Analytical chemistry.

[206]  I. Gersonde,et al.  In vivo study for the discrimination of cancerous and normal skin using fibre probe‐based Raman spectroscopy , 2015, Experimental dermatology.

[207]  Yiping Cui,et al.  Ag@4ATP-coated liposomes: SERS traceable delivery vehicles for living cells. , 2014, Nanoscale.

[208]  Haiqun Lin,et al.  Skin carotenoid status measured by resonance Raman spectroscopy as a biomarker of fruit and vegetable intake in preschool children , 2012, European Journal of Clinical Nutrition.

[209]  K. Somasundaram,et al.  Raman and infra-red microspectroscopy: towards quantitative evaluation for clinical research by ratiometric analysis. , 2016, Chemical Society reviews.

[210]  J. Lademann,et al.  Dermal carotenoid level and kinetics after topical and systemic administration of antioxidants: enrichment strategies in a controlled in vivo study. , 2011, Journal of dermatological science.

[211]  K. Ward,et al.  Tissue oxygenation monitoring using resonance Raman spectroscopy during hemorrhage , 2014, The journal of trauma and acute care surgery.

[212]  Jürgen Popp,et al.  Discriminating isogenic cancer cells and identifying altered unsaturated fatty acid content as associated with metastasis status, using k-means clustering and partial least squares-discriminant analysis of Raman maps. , 2010, Analytical chemistry.

[213]  Sebastian Wachsmann-Hogiu,et al.  Development of a time-gated system for Raman spectroscopy of biological samples. , 2010, Optics express.

[214]  Jürgen Popp,et al.  A comprehensive study of classification methods for medical diagnosis , 2009 .

[215]  Werner Gellermann,et al.  Resonance Raman based skin carotenoid measurements in newborns and infants , 2012, Journal of biophotonics.

[216]  Julian Moger,et al.  Molecular diffusion in the human nail measured by stimulated Raman scattering microscopy , 2015, Proceedings of the National Academy of Sciences.

[217]  Hiro-o Hamaguchi,et al.  Quantitative analysis of the redox states of cytochromes in a living L929 (NCTC) cell by resonance Raman microspectroscopy , 2013, Journal of biophotonics.

[218]  B Dietzek,et al.  Multimodal mapping of human skin , 2013, The British journal of dermatology.

[219]  J. Popp,et al.  Sample size planning for classification models. , 2012, Analytica chimica acta.

[220]  Jürgen Lademann,et al.  Bioavailability of natural carotenoids in human skin compared to blood. , 2010, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[221]  B. Liu,et al.  Imaging lipid metabolism in live Caenorhabditis elegans using fingerprint vibrations. , 2014, Angewandte Chemie.

[222]  Werner Gellermann,et al.  Optical detection methods for carotenoids in human skin. , 2015, Archives of biochemistry and biophysics.

[223]  H. Ju,et al.  Protein-specific Raman imaging of glycosylation on single cells with zone-controllable SERS effect† †Electronic supplementary information (ESI) available. See DOI: 10.1039/c5sc03560k Click here for additional data file. , 2015, Chemical science.

[224]  H Vollert,et al.  Influence of dietary carotenoids on radical scavenging capacity of the skin and skin lipids. , 2013, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[225]  David J Brady,et al.  Multi-excitation Raman spectroscopy technique for fluorescence rejection. , 2008, Optics express.

[226]  B. Ren,et al.  Raman Imaging from Microscopy to Nanoscopy, and to Macroscopy. , 2015, Small.

[227]  Ines Latka,et al.  Diagnosis and screening of cancer tissues by fiber-optic probe Raman spectroscopy , 2012 .

[228]  Annika Enejder,et al.  Monitoring of lipid storage in Caenorhabditis elegans using coherent anti-Stokes Raman scattering (CARS) microscopy , 2007, Proceedings of the National Academy of Sciences.

[229]  Zhuyuan Wang,et al.  Distinguishing breast cancer cells using surface-enhanced Raman scattering , 2011, Analytical and Bioanalytical Chemistry.

[230]  Hidetoshi Sato,et al.  Raman endoscopy for the in situ investigation of advancing colorectal tumors in live model mice. , 2013, The Analyst.

[231]  X. Duan,et al.  Bioorthogonal SERS Nanoprobes for Mulitplex Spectroscopic Detection, Tumor Cell Targeting, and Tissue Imaging. , 2015, Chemistry.

[232]  Wei Min,et al.  Vibrational imaging of newly synthesized proteins in live cells by stimulated Raman scattering microscopy , 2013, Proceedings of the National Academy of Sciences.

[233]  Zhongpin Zhang,et al.  Label-free surface-enhanced Raman scattering imaging to monitor the metabolism of antitumor drug 6-mercaptopurine in living cells. , 2014, Analytical chemistry.

[234]  X. Zhang,et al.  A rapid and simple method for efficient capture and accurate discrimination of circulating tumor cells using aptamer conjugated magnetic beads and surface-enhanced Raman scattering imaging , 2015, Analytical and Bioanalytical Chemistry.

[235]  Satoshi Kawata,et al.  Raman and SERS microscopy for molecular imaging of live cells , 2013, Nature Protocols.

[236]  Tuan Vo-Dinh,et al.  Quintuple-modality (SERS-MRI-CT-TPL-PTT) plasmonic nanoprobe for theranostics. , 2013, Nanoscale.

[237]  H. G. Schulze,et al.  Fully Automated Decomposition of Raman Spectra into Individual Pearson's Type VII Distributions Applied to Biological and Biomedical Samples , 2015, Applied spectroscopy.

[238]  N. Pavillon,et al.  Cell optical density and molecular composition revealed by simultaneous multimodal label-free imaging. , 2013, Biophysical journal.

[239]  Richard H Guy,et al.  Imaging drug delivery to skin with stimulated Raman scattering microscopy. , 2011, Molecular pharmaceutics.

[240]  Max Diem,et al.  Statistical analysis of a lung cancer spectral histopathology (SHP) data set. , 2015, The Analyst.

[241]  Romà Tauler,et al.  Vibrational spectroscopic image analysis of biological material using multivariate curve resolution–alternating least squares (MCR-ALS) , 2015, Nature Protocols.

[242]  Jane A Dickerson,et al.  Current Applications of Liquid Chromatography / Mass Spectrometry in Pharmaceutical Discovery After a Decade of Innovation , 2008 .

[243]  I. J. Hidi,et al.  Plasmonic nanostructures for surface enhanced spectroscopic methods. , 2016, The Analyst.

[244]  B. Dietzek,et al.  Resonance Raman spectral imaging of intracellular uptake of β-carotene loaded poly(D,L-lactide-co-glycolide) nanoparticles. , 2013, Chemphyschem : a European journal of chemical physics and physical chemistry.

[245]  G. Steiner,et al.  Label-Free Delineation of Brain Tumors by Coherent Anti-Stokes Raman Scattering Microscopy in an Orthotopic Mouse Model and Human Glioblastoma , 2014, PloS one.

[246]  Royston Goodacre,et al.  Ultra-violet resonance Raman spectroscopy for the rapid discrimination of urinary tract infection bacteria. , 2004, FEMS microbiology letters.

[247]  Jing Zheng,et al.  SERS assay of telomerase activity at single-cell level and colon cancer tissues via quadratic signal amplification. , 2016, Biosensors & bioelectronics.

[248]  Aaron J. Smith,et al.  Aggregation of nanoparticles in endosomes and lysosomes produces surface-enhanced Raman spectroscopy , 2015 .

[249]  Malgorzata Baranska,et al.  Visualization of the biochemical markers of atherosclerotic plaque with the use of Raman, IR and AFM , 2014, Journal of biophotonics.

[250]  Yuling Wang,et al.  Rational design and synthesis of SERS labels. , 2013, The Analyst.

[251]  Zhuyuan Wang,et al.  Magnetically controllable dual-mode nanoprobes for cell imaging with an onion-liked structure. , 2013, Talanta.

[252]  Olaf Hollricher,et al.  High-resolution, high-speed confocal Raman imaging , 2008 .

[253]  Jürgen Popp,et al.  Hyperspectral unmixing of Raman micro-images for assessment of morphological and chemical parameters in non-dried brain tumor specimens , 2013, Analytical and Bioanalytical Chemistry.

[254]  Eun Kyu Lee,et al.  Fabrication of SERS-fluorescence dual modal nanoprobes and application to multiplex cancer cell imaging. , 2012, Nanoscale.

[255]  Jens Limpert,et al.  Expanding multimodal microscopy by high spectral resolution coherent anti-Stokes Raman scattering imaging for clinical disease diagnostics. , 2013, Analytical chemistry.

[256]  Lu Wei,et al.  Live-cell imaging of alkyne-tagged small biomolecules by stimulated Raman scattering , 2014, Nature Methods.

[257]  Xiaolei Zuo,et al.  Highly narrow nanogap-containing Au@Au core-shell SERS nanoparticles: size-dependent Raman enhancement and applications in cancer cell imaging. , 2016, Nanoscale.

[258]  Xiaodong Han,et al.  Process characterization of epithelial–mesenchymal transition in alveolar epithelial type II cells using surface-enhanced Raman scattering spectroscopy , 2016 .

[259]  Francis L Martin,et al.  Diagnostic segregation of human brain tumours using Fourier-transform infrared and/or Raman spectroscopy coupled with discriminant analysis. , 2013, Analytical methods : advancing methods and applications.

[260]  Christopher H Contag,et al.  A Raman-based endoscopic strategy for multiplexed molecular imaging , 2013, Proceedings of the National Academy of Sciences.

[261]  Bruce Dunn,et al.  Ensemble multivariate analysis to improve identification of articular cartilage disease in noisy Raman spectra , 2015, Journal of biophotonics.

[262]  B. Dietzek,et al.  Raman and CARS microspectroscopy of cells and tissues. , 2009, The Analyst.

[263]  M. Potara,et al.  Biosynthesized silver nanoparticles performing as biogenic SERS-nanotags for investigation of C26 colon carcinoma cells. , 2015, Colloids and surfaces. B, Biointerfaces.

[264]  Jürgen Popp,et al.  Unsupervised unmixing of Raman microspectroscopic images for morphochemical analysis of non-dried brain tumor specimens , 2012, Analytical and Bioanalytical Chemistry.

[265]  J. Kauffman,et al.  Standardization of Raman spectra for transfer of spectral libraries across different instruments. , 2011, The Analyst.

[266]  M. Brameshuber,et al.  Mapping the intracellular distribution of carbon nanotubes after targeted delivery to carcinoma cells using confocal Raman imaging as a label-free technique , 2012, Journal of physics. Condensed matter : an Institute of Physics journal.

[267]  Tao Chen,et al.  Live-cell stimulated Raman scattering imaging of alkyne-tagged biomolecules. , 2014, Angewandte Chemie.

[268]  Zhengren Huang,et al.  Engineering of SERS Substrates Based on Noble Metal Nanomaterials for Chemical and Biomedical Applications , 2015 .

[269]  Y. Long,et al.  Highly selective detection of carbon monoxide in living cells by palladacycle carbonylation-based surface enhanced Raman spectroscopy nanosensors. , 2015, Analytical chemistry.

[270]  Y. Mizutani,et al.  Protein dynamics of isolated chains of recombinant human hemoglobin elucidated by time-resolved resonance Raman spectroscopy. , 2012, The journal of physical chemistry. B.

[271]  Majid Naji,et al.  Miniaturized multimodal CARS microscope based on MEMS scanning and a single laser source. , 2010, Optics express.

[272]  X. Xie,et al.  Video-Rate Molecular Imaging in Vivo with Stimulated Raman Scattering , 2010, Science.

[273]  T. Vo‐Dinh,et al.  In vivo detection of SERS-encoded plasmonic nanostars in human skin grafts and live animal models , 2015, Analytical and Bioanalytical Chemistry.

[274]  Juergen Popp,et al.  Automatization of spike correction in Raman spectra of biological samples , 2016 .

[275]  Jürgen Popp,et al.  Tumour cell identification by means of Raman spectroscopy in combination with optical traps and microfluidic environments. , 2011, Lab on a chip.

[276]  Csilla Gergely,et al.  Confocal Raman data analysis enables identifying apoptosis of MCF-7 cells caused by anticancer drug paclitaxel , 2013, Journal of biomedical optics.

[277]  Kishan Dholakia,et al.  Fluorescence suppression using wavelength modulated Raman spectroscopy in fiber-probe-based tissue analysis. , 2012, Journal of biomedical optics.

[278]  A Maguire,et al.  Competitive evaluation of data mining algorithms for use in classification of leukocyte subtypes with Raman microspectroscopy. , 2015, The Analyst.

[279]  Lingxin Chen,et al.  Mesoporous titania based yolk-shell nanoparticles as multifunctional theranostic platforms for SERS imaging and chemo-photothermal treatment. , 2014, Nanoscale.

[280]  Holly J. Butler,et al.  Using Raman spectroscopy to characterize biological materials , 2016, Nature Protocols.

[281]  Jeong-Woo Choi,et al.  In situ monitoring of doxorubicin release from biohybrid nanoparticles modified with antibody and cell-penetrating peptides in breast cancer cells using surface-enhanced Raman spectroscopy. , 2015, Biosensors & bioelectronics.

[282]  Jesse V Jokerst,et al.  Gold nanorods for ovarian cancer detection with photoacoustic imaging and resection guidance via Raman imaging in living mice. , 2012, ACS nano.

[283]  Gerwin J Puppels,et al.  Fiber-optic probes for in vivo Raman spectroscopy in the high-wavenumber region. , 2005, Analytical chemistry.

[284]  S. Schlücker,et al.  Two-color SERS microscopy for protein co-localization in prostate tissue with primary antibody-protein A/G-gold nanocluster conjugates. , 2014, Nanoscale.

[285]  Oliver Stevens,et al.  Developing fibre optic Raman probes for applications in clinical spectroscopy. , 2016, Chemical Society reviews.

[286]  Riyi Shi,et al.  Characterization of photodamage in coherent anti-Stokes Raman scattering microscopy. , 2006, Optics express.

[287]  A. Shen,et al.  Controlling carbon encapsulation of gold nano-aggregates as highly sensitive and spectrally stable SERS tags for live cell imaging. , 2013, Journal of materials chemistry. B.

[288]  H. Zeng,et al.  Real‐time in vivo cancer diagnosis using raman spectroscopy , 2015, Journal of biophotonics.

[289]  Anita Mahadevan-Jansen,et al.  Development of Spectral Markers for the Discrimination of Ulcerative Colitis and Crohn's Disease Using Raman Spectroscopy , 2011, Diseases of the colon and rectum.

[290]  Zhouyi Guo,et al.  Silver–gold core-shell nanoparticles containing methylene blue as SERS labels for probing and imaging of live cells , 2012, Microchimica Acta.

[291]  Wei Zheng,et al.  In vivo, real-time, transnasal, image-guided Raman endoscopy: defining spectral properties in the nasopharynx and larynx. , 2012, Journal of biomedical optics.

[292]  M. Potara,et al.  Designing Theranostic Agents Based on Pluronic Stabilized Gold Nanoaggregates Loaded with Methylene Blue for Multimodal Cell Imaging and Enhanced Photodynamic Therapy. , 2015, ACS applied materials & interfaces.

[293]  Obrad R Sćepanović,et al.  Multimodal spectroscopy detects features of vulnerable atherosclerotic plaque. , 2011, Journal of biomedical optics.

[294]  Reynier I. Revilla,et al.  Autocorrelation Analysis Combined with a Wavelet Transform Method to Detect and Remove Cosmic Rays in a Single Raman Spectrum , 2015, Applied spectroscopy.

[295]  Jürgen Popp,et al.  Raman spectroscopy at the beginning of the twenty-first century , 2006 .

[296]  J Popp,et al.  Spectrometer calibration protocol for Raman spectra recorded with different excitation wavelengths. , 2015, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[297]  M. Olivo,et al.  Highly sensitive SERS detection and quantification of sialic acid on single cell using photonic-crystal fiber with gold nanoparticles. , 2015, Biosensors & bioelectronics.

[298]  H. Hayashi,et al.  1064 nm Deep Near-Infrared (NIR) Excited Raman Microspectroscopy for Studying Photolabile Organisms , 2011, Applied spectroscopy.

[299]  Paul Campagnola,et al.  Second harmonic generation imaging microscopy: applications to diseases diagnostics. , 2011, Analytical chemistry.

[300]  T. Morikawa,et al.  Large-area surface-enhanced Raman spectroscopy imaging of brain ischemia by gold nanoparticles grown on random nanoarrays of transparent boehmite. , 2014, ACS nano.

[301]  D. Deng,et al.  Synthesis of magnetic Fe3O4-Au hybrids for sensitive SERS detection of cancer cells at low abundance. , 2015, Journal of materials chemistry. B.

[302]  Kishan Dholakia,et al.  Optimal algorithm for fluorescence suppression of modulated Raman spectroscopy. , 2010, Optics express.

[303]  M. Teh,et al.  Simultaneous fingerprint and high-wavenumber fiber-optic Raman spectroscopy improves in vivo diagnosis of esophageal squamous cell carcinoma at endoscopy , 2015, Scientific Reports.

[304]  J. Popp,et al.  Toward a spectroscopic hemogram: Raman spectroscopic differentiation of the two most abundant leukocytes from peripheral blood. , 2012, Analytical chemistry.

[305]  Martin Moskovits,et al.  Rapid identification by surface-enhanced Raman spectroscopy of cancer cells at low concentrations flowing in a microfluidic channel. , 2015, ACS nano.

[306]  Maxim E. Darvin,et al.  Blue-Violet Light Irradiation Dose Dependently Decreases Carotenoids in Human Skin, Which Indicates the Generation of Free Radicals , 2015, Oxidative medicine and cellular longevity.

[307]  R. Barker,et al.  Intracellular SERS Nanoprobes For Distinction Of Different Neuronal Cell Types , 2013, Nano letters.

[308]  X. Xie,et al.  Coherent Raman scanning fiber endoscopy. , 2011, Optics letters.

[309]  Markus Grammel,et al.  Chemical reporters for biological discovery. , 2013, Nature chemical biology.

[310]  J. Chan,et al.  Fast Confocal Raman Imaging Using a 2-D Multifocal Array for Parallel Hyperspectral Detection. , 2016, Analytical chemistry.

[311]  Christian Matthäus,et al.  Etaloning, fluorescence and ambient light suppression by modulated wavelength Raman spectroscopy , 2012 .

[312]  Duncan Graham,et al.  3D optical imaging of multiple SERS nanotags in cells , 2013 .

[313]  Haishan Zeng,et al.  Development and in vivo testing of a high frequency endoscopic Raman spectroscopy system for potential applications in the detection of early colonic neoplasia , 2016, Journal of biophotonics.

[314]  Alistair Elfick,et al.  Raman Spectroscopy and Related Techniques in Biomedicine , 2010, Sensors.

[315]  Nicholas Stone,et al.  Raman spectroscopy--a potential new method for the intra-operative assessment of axillary lymph nodes. , 2012, The surgeon : journal of the Royal Colleges of Surgeons of Edinburgh and Ireland.

[316]  P. Guttmann,et al.  Specific biomolecule corona is associated with ring-shaped organization of silver nanoparticles in cells. , 2013, Nanoscale.

[317]  M. Bonn,et al.  Quantitative label-free imaging of lipid composition and packing of individual cellular lipid droplets using multiplex CARS microscopy. , 2008, Biophysical journal.

[318]  P. Matousek,et al.  Recent advances in the development of Raman spectroscopy for deep non‐invasive medical diagnosis , 2013, Journal of biophotonics.

[319]  Ingo Gersonde,et al.  Evaluation of Raman spectroscopic macro raster scans of native cervical cone biopsies using histopathological mapping , 2014, Journal of biomedical optics.

[320]  Rong Chen,et al.  Immunoassay for LMP1 in nasopharyngeal tissue based on surface-enhanced Raman scattering , 2011, International journal of nanomedicine.

[321]  C. Dehelean,et al.  Molecular conformation changes along the malignancy revealed by optical nanosensors , 2013, Journal of cellular and molecular medicine.

[322]  Quan Liu,et al.  Review of Fluorescence Suppression Techniques in Raman Spectroscopy , 2015 .

[323]  Hao Huang,et al.  Paper-based plasmonic platform for sensitive, noninvasive, and rapid cancer screening. , 2014, Biosensors & bioelectronics.

[324]  M. Schmitt,et al.  Fiber probe for nonlinear imaging applications , 2016, Journal of biophotonics.

[325]  Charles H. Camp,et al.  High-Speed Coherent Raman Fingerprint Imaging of Biological Tissues , 2014, Nature Photonics.

[326]  F. Gramatica,et al.  Label-free imaging and identification of typical cells of acute myeloid leukaemia and myelodysplastic syndrome by Raman microspectroscopy. , 2015, The Analyst.

[327]  E. M. Jones,et al.  Differential Control of Heme Reactivity in Alpha and Beta Subunits of Hemoglobin: A Combined Raman Spectroscopic and Computational Study , 2014, Journal of the American Chemical Society.

[328]  Yan Zhou,et al.  Human brain cancer studied by resonance Raman spectroscopy , 2012, Journal of biomedical optics.

[329]  Norbert Jakubowski,et al.  Relating surface-enhanced Raman scattering signals of cells to gold nanoparticle aggregation as determined by LA-ICP-MS micromapping , 2014, Analytical and Bioanalytical Chemistry.

[330]  Liguang Xu,et al.  Regiospecific plasmonic assemblies for in situ Raman spectroscopy in live cells. , 2012, Journal of the American Chemical Society.

[331]  A. Shen,et al.  Combined Labelled and Label-free SERS Probes for Triplex Three-dimensional Cellular Imaging , 2016, Scientific Reports.

[332]  D. F. Bocian,et al.  Resonance Raman studies of hydroporphyrins and chlorophylls. , 1987, Biochimica et biophysica acta.

[333]  S. Nie,et al.  In vitro study of a pH-sensitive multifunctional doxorubicin–gold nanoparticle system: therapeutic effect and surface enhanced Raman scattering , 2015 .

[334]  Homan Kang,et al.  Near‐Infrared SERS Nanoprobes with Plasmonic Au/Ag Hollow‐Shell Assemblies for In Vivo Multiplex Detection , 2013 .

[335]  A. Volkmer,et al.  Vibrational imaging based on stimulated Raman scattering microscopy , 2009 .

[336]  Werner Gellermann,et al.  Evaluating the relationship between plasma and skin carotenoids and reported dietary intake in elementary school children to assess fruit and vegetable intake. , 2015, Archives of biochemistry and biophysics.

[337]  Joachim W. Fluhr,et al.  Design and technical evaluation of fibre-coupled Raman probes for the image-guided discrimination of cancerous skin , 2014 .

[338]  M. Schmitt,et al.  Classification of inflammatory bowel diseases by means of Raman spectroscopic imaging of epithelium cells. , 2012, Journal of biomedical optics.

[339]  A. Koloydenko,et al.  Towards intra-operative diagnosis of tumours during breast conserving surgery by selective-sampling Raman micro-spectroscopy , 2014, Physics in medicine and biology.

[340]  Jürgen Popp,et al.  Interpreting CARS images of tissue within the C–H‐stretching region , 2012, Journal of biophotonics.

[341]  W. Stahl,et al.  Bioactivity and protective effects of natural carotenoids. , 2005, Biochimica et biophysica acta.

[342]  Satoshi Kawata,et al.  Deep ultraviolet resonant Raman imaging of a cell. , 2012, Journal of biomedical optics.

[343]  Kevin R Ward,et al.  Oxygenation monitoring of tissue vasculature by resonance Raman spectroscopy. , 2007, Analytical chemistry.

[344]  Xin Wang,et al.  A baseline correction algorithm for Raman spectroscopy by adaptive knots B-spline , 2015 .

[345]  T. Vuorinen,et al.  Influence of Pre-Processing and Distance on Spectral Classification: A Simulation Study , 2014 .

[346]  J. Popp,et al.  SERS-based detection of biomolecules , 2014 .

[347]  R. Jiji,et al.  Deep-UV resonance Raman analysis of the Rhodobacter capsulatus cytochrome bc₁complex reveals a potential marker for the transmembrane peptide backbone. , 2011, Biochemistry.

[348]  D. Zhao,et al.  Mesoporous Silica‐Coated Plasmonic Nanostructures for Surface‐Enhanced Raman Scattering Detection and Photothermal Therapy , 2014, Advanced healthcare materials.

[349]  Cees Otto,et al.  Raman microscopy for cellular investigations--From single cell imaging to drug carrier uptake visualization. , 2015, Advanced drug delivery reviews.

[350]  M. Teh,et al.  Comparative study of the endoscope-based bevelled and volume fiber-optic Raman probes for optical diagnosis of gastric dysplasia in vivo at endoscopy , 2015, Analytical and Bioanalytical Chemistry.

[351]  M. Schmitt,et al.  Spectroscopic detection and quantification of heme and heme degradation products , 2012, Analytical and Bioanalytical Chemistry.

[352]  Shinsuke Shigeto,et al.  When cells divide: Label-free multimodal spectral imaging for exploratory molecular investigation of living cells during cytokinesis , 2015, Scientific Reports.

[353]  K. Ward,et al.  Oxygen saturation monitoring using resonance Raman spectroscopy. , 2016, The Journal of surgical research.

[354]  J. Zhan,et al.  Tunable SERS-Tags-Hidden Gold Nanorattles for Theranosis of Cancer Cells with Single Laser Beam , 2014, Scientific Reports.

[355]  Bernd Sumpf,et al.  Comparison of two concepts for dual-wavelength DBR ridge waveguide diode lasers at 785 nm suitable for shifted excitation Raman difference spectroscopy , 2015 .

[356]  J. Popp,et al.  Recognition of tumor cells by immuno-SERS-markers in a microfluidic chip at continuous flow. , 2016, The Analyst.