Literature DB >> 30592190

Identifying molecular contributors to autofluorescence of neoplastic and normal colon sections using excitation-scanning hyperspectral imaging.

Joshua Deal1,2,3, Sam Mayes1,4, Craig Browning1,4, Shante Hill5, Paul Rider6, Carole Boudreaux5, Thomas C Rich2,3, Silas J Leavesley1,2,3.   

Abstract

Autofluorescence, the endogenous fluorescence present in cells and tissues, has historically been considered a nuisance in biomedical imaging. Many endogenous fluorophores, specifically, collagen, elastin, nicotinamide adenine dinucleotide, and flavin adenine dinucleotide (FAD), are found throughout the human body. In fluorescence imaging scenarios, these signals can be prohibitive as they can outcompete signals introduced for diagnostic purposes. However, autofluorescence also contains information that has diagnostic value. Recent advances in hyperspectral imaging have allowed the acquisition of significantly more data in a shorter time period by scanning the excitation spectra of fluorophores. The reduced acquisition time and increased signal-to-noise ratio allow for separation of significantly more fluorophores than previously possible. We propose to utilize excitation-scanning hyperspectral imaging of autofluorescence to differentiate neoplastic lesions from surrounding non-neoplastic "normal" tissue. The spectra of isolated autofluorescent molecules are obtained using a custom inverted microscope (TE-2000, Nikon Instruments) with an Xe arc lamp and thin-film tunable filter array (VersaChrome, Semrock, Inc.). Scans utilize excitation wavelengths from 360 to 550 nm in 5-nm increments. The resultant molecule-specific spectra are used to analyze hyperspectral image stacks from normal and neoplastic colorectal tissues. Due to a limited number of samples, neoplastic tissues examined here are a pool of both colorectal adenocarcinoma and adenomatous polyps. The hyperspectral images are analyzed with ENVI software and custom MATLAB scripts, including linear spectral unmixing. Initial results indicate the ability to separate signals of endogenous fluorophores and measure the relative concentrations of fluorophores among healthy and diseased states, in this case, normal colon versus neoplastic colon. These results suggest pathology-specific changes to endogenous fluorophores can be detected using excitation-scanning hyperspectral imaging. Future work will focus on expanding the library of pure molecules, exploring histogram distance metrics as a means for identifying deviations in spectral signatures, and examining more defined disease states.

Entities:  

Keywords:  autofluorescence; fluorescence; hyperspectral; linear spectral unmixing; microscopy; spectroscopy

Mesh:

Year:  2018        PMID: 30592190      PMCID: PMC6307688          DOI: 10.1117/1.JBO.24.2.021207

Source DB:  PubMed          Journal:  J Biomed Opt        ISSN: 1083-3668            Impact factor:   3.170


  44 in total

1.  An excitation wavelength-scanning spectral imaging system for preclinical imaging.

Authors:  Silas Leavesley; Yanan Jiang; Valery Patsekin; Bartek Rajwa; J Paul Robinson
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2.  Thin-film tunable filters for hyperspectral fluorescence microscopy.

Authors:  Peter Favreau; Clarissa Hernandez; Ashley Stringfellow Lindsey; Diego F Alvarez; Thomas Rich; Prashant Prabhat; Silas J Leavesley
Journal:  J Biomed Opt       Date:  2014-01       Impact factor: 3.170

Review 3.  Quantitative optical spectroscopy for tissue diagnosis.

Authors:  R Richards-Kortum; E Sevick-Muraca
Journal:  Annu Rev Phys Chem       Date:  1996       Impact factor: 12.703

4.  Colorectal Cancer Mortality Rates in Adults Aged 20 to 54 Years in the United States, 1970-2014.

Authors:  Rebecca L Siegel; Kimberly D Miller; Ahmedin Jemal
Journal:  JAMA       Date:  2017-08-08       Impact factor: 56.272

5.  Hyperspectral imaging for the age estimation of blood stains at the crime scene.

Authors:  Gerda Edelman; Ton G van Leeuwen; Maurice C G Aalders
Journal:  Forensic Sci Int       Date:  2012-08-28       Impact factor: 2.395

6.  Enhanced visibility of colonic neoplasms using formulaic ratio imaging of native fluorescence.

Authors:  Bhaskar Banerjee; Nathaniel S Rial; Timothy Renkoski; Logan R Graves; Sirandon A H Reid; Chengcheng Hu; Vassiliki L Tsikitis; Valentine Nfonsom; Judith Pugh; Urs Utzinger
Journal:  Lasers Surg Med       Date:  2013-09-30       Impact factor: 4.025

7.  Optical redox ratio differentiates breast cancer cell lines based on estrogen receptor status.

Authors:  Julie Hanson Ostrander; Christine M McMahon; Siya Lem; Stacy R Millon; J Quincy Brown; Victoria L Seewaldt; Nimmi Ramanujam
Journal:  Cancer Res       Date:  2010-05-11       Impact factor: 12.701

8.  Investigation of malignant transformation of sporadic adenomas of colon by fluorimetry.

Authors:  Yu S Korneva; A E Dorosevich; V S Maryakhina
Journal:  Lasers Med Sci       Date:  2016-12-09       Impact factor: 3.161

9.  Primary structure of the Aequorea victoria green-fluorescent protein.

Authors:  D C Prasher; V K Eckenrode; W W Ward; F G Prendergast; M J Cormier
Journal:  Gene       Date:  1992-02-15       Impact factor: 3.688

10.  The role of matrix metalloproteinases in colorectal cancer.

Authors:  Anan H Said; Jean-Pierre Raufman; Guofeng Xie
Journal:  Cancers (Basel)       Date:  2014-02-10       Impact factor: 6.639

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  14 in total

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Review 5.  Advances in endoscopy for colorectal polyp detection and classification.

Authors:  Vijeta Pamudurthy; Nayna Lodhia; Vani J A Konda
Journal:  Proc (Bayl Univ Med Cent)       Date:  2019-12-18

6.  Excitation-Scanning Hyperspectral Imaging Microscopy to Efficiently Discriminate Fluorescence Signals.

Authors:  Joshua Deal; Andrea Britain; Thomas Rich; Silas Leavesley
Journal:  J Vis Exp       Date:  2019-08-22       Impact factor: 1.355

7.  Optical simulations for determining efficacy of new light source designs for excitation-scanning high-speed hyperspectral imaging systems.

Authors:  Craig M Browning; Joshua Deal; Samantha Gunn Mayes; Marina Parker; Thomas C Rich; Silas J Leavesley
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2020-03-02

8.  Sensitivity analysis of a multibranched light guide for real time hyperspectral imaging systems.

Authors:  Craig M Browning; Samuel Mayes; Joshua Deal; Arslan Arshad; Samantha Gunn Mayes; Marina Parker; Thomas C Rich; Silas J Leavesley
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2019-02-27

9.  Hyperspectral imaging fluorescence excitation scanning (HIFEX) microscopy for live cell imaging.

Authors:  Silas J Leavesley; John Robert Griswold; Joshua Deal; Kathleen McAlister; Sam Mayes; Craig Browning; Marina Parker; Samantha Gunn Mayes; Thomas C Rich
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2019-02-21

10.  Optimizing channel selection for excitation-scanning hyperspectral imaging.

Authors:  Joshua Deal; Thomas C Rich; Silas J Leavesley
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2019-03-04
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