Literature DB >> 22500509

Molecular profiling of individual tumor cells by hyperspectral microscopic imaging.

Jonathan W Uhr1, Michael L Huebschman, Eugene P Frenkel, Nancy L Lane, Raheela Ashfaq, Huaying Liu, Dipen R Rana, Lawrence Cheng, Alice T Lin, Gareth A Hughes, Xiaojing J Zhang, Harold R Garner.   

Abstract

We developed a hyperspectral microscopic imaging (HMI) platform that can precisely identify and quantify 10 molecular markers in individual cancer cells in a single pass. The exploitation of an improved separation of circulating tumor cells and the application of HMI provided an opportunity (1) to identify molecular changes in these cells, (2) to recognize the coexpression of these markers, (3) to pose an important opportunity for noninvasive diagnosis, and (4) to use targeted therapy. We balanced the intensity of 10 fluorochromes bound to 10 different antibodies, each specific to a particular tumor marker, so that the intensity of each fluorochrome can be discerned from overlapping emissions. Using 2 touch preps from each primary breast cancer, the average molecular marker intensities of 25 tumor cells gave a representative molecular signature for the tumor despite some cellular heterogeneity. The intensities determined by the HMI correlate well with the conventional 0-3+ analysis by experts in cellular pathology. Because additional multiplexes can be developed using the same fluorochromes but different antibodies, this analysis allows quantification of many molecular markers on a population of tumor cells. HMI can be automated completely, and eventually, it could allow the standardization of protein biomarkers and improve reproducibility among clinical pathology laboratories.
Copyright © 2012 Mosby, Inc. All rights reserved.

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Year:  2011        PMID: 22500509      PMCID: PMC3337082          DOI: 10.1016/j.trsl.2011.08.003

Source DB:  PubMed          Journal:  Transl Res        ISSN: 1878-1810            Impact factor:   7.012


  33 in total

1.  Hyperspectral imaging: a novel approach for microscopic analysis.

Authors:  R A Schultz; T Nielsen; J R Zavaleta; R Ruch; R Wyatt; H R Garner
Journal:  Cytometry       Date:  2001-04-01

Review 2.  High-throughput cell analysis using multiplexed array technologies.

Authors:  Oren E Beske; Simon Goldbard
Journal:  Drug Discov Today       Date:  2002-09-15       Impact factor: 7.851

3.  Characteristics and capabilities of the hyperspectral imaging microscope.

Authors:  Michael L Huebschman; Roger A Schultz; Harold R Garner
Journal:  IEEE Eng Med Biol Mag       Date:  2002 Jul-Aug

4.  Expression of VEGFR-2 and AC133 by circulating human CD34(+) cells identifies a population of functional endothelial precursors.

Authors:  M Peichev; A J Naiyer; D Pereira; Z Zhu; W J Lane; M Williams; M C Oz; D J Hicklin; L Witte; M A Moore; S Rafii
Journal:  Blood       Date:  2000-02-01       Impact factor: 22.113

5.  Prospective identification of tumorigenic breast cancer cells.

Authors:  Muhammad Al-Hajj; Max S Wicha; Adalberto Benito-Hernandez; Sean J Morrison; Michael F Clarke
Journal:  Proc Natl Acad Sci U S A       Date:  2003-03-10       Impact factor: 11.205

6.  Human breast cancer: correlation of relapse and survival with amplification of the HER-2/neu oncogene.

Authors:  D J Slamon; G M Clark; S G Wong; W J Levin; A Ullrich; W L McGuire
Journal:  Science       Date:  1987-01-09       Impact factor: 47.728

7.  Circulating tumor cells, disease progression, and survival in metastatic breast cancer.

Authors:  Massimo Cristofanilli; G Thomas Budd; Matthew J Ellis; Alison Stopeck; Jeri Matera; M Craig Miller; James M Reuben; Gerald V Doyle; W Jeffrey Allard; Leon W M M Terstappen; Daniel F Hayes
Journal:  N Engl J Med       Date:  2004-08-19       Impact factor: 91.245

8.  HER-2 gene amplification can be acquired as breast cancer progresses.

Authors:  Songdong Meng; Debasish Tripathy; Sanjay Shete; Raheela Ashfaq; Barbara Haley; Steve Perkins; Peter Beitsch; Amanullah Khan; David Euhus; Cynthia Osborne; Eugene Frenkel; Susan Hoover; Marilyn Leitch; Edward Clifford; Ellen Vitetta; Larry Morrison; Dorothee Herlyn; Leon W M M Terstappen; Timothy Fleming; Tanja Fehm; Thomas Tucker; Nancy Lane; Jianqiang Wang; Jonathan Uhr
Journal:  Proc Natl Acad Sci U S A       Date:  2004-06-11       Impact factor: 11.205

9.  A gene-expression signature as a predictor of survival in breast cancer.

Authors:  Marc J van de Vijver; Yudong D He; Laura J van't Veer; Hongyue Dai; Augustinus A M Hart; Dorien W Voskuil; George J Schreiber; Johannes L Peterse; Chris Roberts; Matthew J Marton; Mark Parrish; Douwe Atsma; Anke Witteveen; Annuska Glas; Leonie Delahaye; Tony van der Velde; Harry Bartelink; Sjoerd Rodenhuis; Emiel T Rutgers; Stephen H Friend; René Bernards
Journal:  N Engl J Med       Date:  2002-12-19       Impact factor: 91.245

10.  RNAi-mediated downregulation of uPAR synergizes with targeting of HER2 through the ERK pathway in breast cancer cells.

Authors:  Changfei Li; Sheng Cao; Zhen Liu; Xin Ye; Lizhao Chen; Songdong Meng
Journal:  Int J Cancer       Date:  2010-10-01       Impact factor: 7.396

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  9 in total

Review 1.  Optical hyperspectral imaging in microscopy and spectroscopy - a review of data acquisition.

Authors:  Liang Gao; R Theodore Smith
Journal:  J Biophotonics       Date:  2014-09-03       Impact factor: 3.207

Review 2.  Medical hyperspectral imaging: a review.

Authors:  Guolan Lu; Baowei Fei
Journal:  J Biomed Opt       Date:  2014-01       Impact factor: 3.170

3.  Use of colloidal quantum dots as a digitally switched swept light source for gold nanoparticle based hyperspectral microscopy.

Authors:  Kazunori Hoshino; Pratixa P Joshi; Gauri Bhave; Konstantin V Sokolov; Xiaojing Zhang
Journal:  Biomed Opt Express       Date:  2014-04-18       Impact factor: 3.732

Review 4.  Single cell spectroscopy: noninvasive measures of small-scale structure and function.

Authors:  Charilaos Mousoulis; Xin Xu; David A Reiter; Corey P Neu
Journal:  Methods       Date:  2013-07-22       Impact factor: 3.608

5.  Classification of two species of Gram-positive bacteria through hyperspectral microscopy coupled with machine learning.

Authors:  Kunxing Liu; Ze Ke; Peining Chen; Siqi Zhu; Hao Yin; Zhen Li; Zhenqiang Chen
Journal:  Biomed Opt Express       Date:  2021-12-01       Impact factor: 3.732

6.  Molecular heterogeneity in adjacent cells in triple-negative breast cancer.

Authors:  Michael L Huebschman; Nancy L Lane; Huaying Liu; Venetia R Sarode; Judith L Devlin; Eugene P Frenkel
Journal:  Breast Cancer (Dove Med Press)       Date:  2015-08-11

7.  Hyperspectral Imaging Using Intracellular Spies: Quantitative Real-Time Measurement of Intracellular Parameters In Vivo during Interaction of the Pathogenic Fungus Aspergillus fumigatus with Human Monocytes.

Authors:  Sara Mohebbi; Florian Erfurth; Philipp Hennersdorf; Axel A Brakhage; Hans Peter Saluz
Journal:  PLoS One       Date:  2016-10-11       Impact factor: 3.240

8.  A Novel Hyperspectral Microscopic Imaging System for Evaluating Fresh Degree of Pork.

Authors:  Yi Xu; Quansheng Chen; Yan Liu; Xin Sun; Qiping Huang; Qin Ouyang; Jiewen Zhao
Journal:  Korean J Food Sci Anim Resour       Date:  2018-04-30       Impact factor: 2.622

9.  Hyperspectral Imagery for Assessing Laser-Induced Thermal State Change in Liver.

Authors:  Martina De Landro; Ignacio Espíritu García-Molina; Manuel Barberio; Eric Felli; Vincent Agnus; Margherita Pizzicannella; Michele Diana; Emanuele Zappa; Paola Saccomandi
Journal:  Sensors (Basel)       Date:  2021-01-18       Impact factor: 3.576

  9 in total

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