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1.
Nat Protoc ; 9(8): 1771-91, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24992094

ABSTRACT

IR spectroscopy is an excellent method for biological analyses. It enables the nonperturbative, label-free extraction of biochemical information and images toward diagnosis and the assessment of cell functionality. Although not strictly microscopy in the conventional sense, it allows the construction of images of tissue or cell architecture by the passing of spectral data through a variety of computational algorithms. Because such images are constructed from fingerprint spectra, the notion is that they can be an objective reflection of the underlying health status of the analyzed sample. One of the major difficulties in the field has been determining a consensus on spectral pre-processing and data analysis. This manuscript brings together as coauthors some of the leaders in this field to allow the standardization of methods and procedures for adapting a multistage approach to a methodology that can be applied to a variety of cell biological questions or used within a clinical setting for disease screening or diagnosis. We describe a protocol for collecting IR spectra and images from biological samples (e.g., fixed cytology and tissue sections, live cells or biofluids) that assesses the instrumental options available, appropriate sample preparation, different sampling modes as well as important advances in spectral data acquisition. After acquisition, data processing consists of a sequence of steps including quality control, spectral pre-processing, feature extraction and classification of the supervised or unsupervised type. A typical experiment can be completed and analyzed within hours. Example results are presented on the use of IR spectra combined with multivariate data processing.


Subject(s)
Spectroscopy, Fourier Transform Infrared/methods , Colon/pathology , Histocytological Preparation Techniques , Humans , Software , Spectroscopy, Fourier Transform Infrared/instrumentation
2.
Analyst ; 139(18): 4411-44, 2014 Sep 21.
Article in English | MEDLINE | ID: mdl-25028699

ABSTRACT

The use of vibrational spectroscopy, FTIR and Raman, for cytology and cellular research has the potential to revolutionise the approach to cellular analysis. Vibrational spectroscopy is non-destructive, simple to operate and provides direct information. Importantly it does not require expensive exogenous labels that may affect the chemistry of the cell under analysis. In addition, the advent of spectroscopic microscopes provides the ability to image cells and acquire spectra with a subcellular resolution. This introductory review focuses on recent developments within this fast paced field and highlights potential for the future use of FTIR and Raman spectroscopy. We particularly focus on the development of live cell research and the new technologies and methodologies that have enabled this.


Subject(s)
Cytological Techniques/methods , Spectroscopy, Fourier Transform Infrared/methods , Spectrum Analysis, Raman/methods , Animals , Cell Separation/instrumentation , Cell Separation/methods , Cytological Techniques/instrumentation , Equipment Design , Humans , Microscopy, Confocal/instrumentation , Microscopy, Confocal/methods , Spectroscopy, Fourier Transform Infrared/instrumentation , Spectrum Analysis, Raman/instrumentation
3.
J Biophotonics ; 7(3-4): 189-99, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24395599

ABSTRACT

Gliomas are the most frequent primary brain tumours in adults with over 9,000 people diagnosed each year in the UK. A rapid, reagent-free and cost-effective diagnostic regime using serum spectroscopy would allow for rapid diagnostic results and for swift treatment planning and monitoring within the clinical environment. We report the use of ATR-FTIR spectral data combined with a RBF-SVM for the diagnosis of gliomas (high-grade and low-grade) from non-cancer with sensitivities and specificities on average of 93.75 and 96.53% respectively. The proposed diagnostic regime has the ability to reduce mortality and morbidity rates.


Subject(s)
Brain Neoplasms/blood , Brain Neoplasms/diagnosis , Glioma/blood , Glioma/diagnosis , Spectroscopy, Fourier Transform Infrared/methods , Adolescent , Adult , Aged , Aged, 80 and over , Early Detection of Cancer , Female , Humans , Male , Mass Screening/methods , Middle Aged , Reproducibility of Results , Sensitivity and Specificity , Young Adult
4.
Trends Biotechnol ; 31(8): 437-8, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23791239

ABSTRACT

Fourier transform infrared (FTIR) spectroscopy is an established analytical technique that measures molecular bond vibrations via infrared absorption. The technique traditionally obtains single spectra from a sample, averaging the absorption information over a pre-determined aperture size. However, this averaging of information can be detrimental to pure biochemical analysis. The coupling of focal plane array (FPA) detectors to conventional FTIR systems and recent technical advances in FPA technology have allowed the concurrent rapid collection of thousands of infrared spectra over large areas of a sample, which has been particularly useful in tissue analysis. This novel technique presents a strong case for its use as a potential tool to aid in the clinic for disease diagnosis and assessment.


Subject(s)
Clinical Laboratory Techniques/methods , Diagnostic Tests, Routine/methods , Spectroscopy, Fourier Transform Infrared/methods , Clinical Laboratory Techniques/instrumentation , Diagnostic Tests, Routine/instrumentation , Spectroscopy, Fourier Transform Infrared/instrumentation
6.
Analyst ; 138(1): 144-57, 2013 Jan 07.
Article in English | MEDLINE | ID: mdl-23099638

ABSTRACT

Transflection-mode FTIR spectroscopy has become a popular method of measuring spectra from biomedical and other samples due to the relative low cost of substrates compared to transmission windows, and a higher absorbance due to a double pass through the same sample approximately doubling the effective path length. In this publication we state an optical description of samples on multilayer low-e reflective substrates. Using this model we are able to explain in detail the so-called electric-field standing wave effect and rationalise the non-linear change in absorbance with sample thickness. The ramifications of this non-linear change, for imaging and classification systems, where a model is built from tissue sectioned at a particular thickness and compared with tissue of a different thickness are discussed. We show that spectra can be distorted such that classification fails leading to inaccurate tissue segmentation which may have subsequent implications for disease diagnostics applications.


Subject(s)
Microscopy , Prostate/cytology , Prostate/pathology , Spectroscopy, Fourier Transform Infrared , Absorption , Cytosine/chemistry , Humans , Male
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