Literature DB >> 25959926

Towards early detection of cervical cancer: Fractal dimension of AFM images of human cervical epithelial cells at different stages of progression to cancer.

Nataliia V Guz1, Maxim E Dokukin2, Craig D Woodworth3, Andrew Cardin1, Igor Sokolov4.   

Abstract

We used AFM HarmoniX modality to analyse the surface of individual human cervical epithelial cells at three stages of progression to cancer, normal, immortal (pre-malignant) and carcinoma cells. Primary cells from 6 normal strains, 6 cancer, and 6 immortalized lines (derived by plasmid DNA-HPV-16 transfection of cells from 6 healthy individuals) were tested. This cell model allowed for good control of the cell phenotype down to the single cell level, which is impractical to attain in clinical screening tests (ex-vivo). AFM maps of physical (nonspecific) adhesion are collected on fixed dried cells. We show that a surface parameter called fractal dimension can be used to segregate normal from both immortal pre-malignant and malignant cells with sensitivity and specificity of more than 99%. The reported method of analysis can be directly applied to cells collected in liquid cytology screening tests and identified as abnormal with regular optical methods to increase sensitivity. FROM THE CLINICAL EDITOR: Despite cervical smear screening, sometimes it is very difficult to differentiate cancers cells from pre-malignant cells. By using AFM to analyze the surface properties of human cervical epithelial cells, the authors were able to accurately identify normal from abnormal cells. This method could augment existing protocols to increase diagnostic accuracy.
Copyright © 2015. Published by Elsevier Inc.

Entities:  

Keywords:  Atomic force microscopy; Cervical cancer; Early cancer detection; Novel detection methods; Pap smear/liquid cytology tests

Mesh:

Year:  2015        PMID: 25959926      PMCID: PMC5518320          DOI: 10.1016/j.nano.2015.04.012

Source DB:  PubMed          Journal:  Nanomedicine        ISSN: 1549-9634            Impact factor:   5.307


  40 in total

1.  Observer variation in cytologic grading for cervical dysplasia of Papanicolaou smears with the PAPNET testing system.

Authors:  H Doornewaard; Y T van der Schouw; Y van der Graaf; A B Bos; J G van den Tweel
Journal:  Cancer       Date:  1999-08-25       Impact factor: 6.860

2.  Imaging and probing cell mechanical properties with the atomic force microscope.

Authors:  Kevin D Costa
Journal:  Methods Mol Biol       Date:  2006

3.  Studying the mechanics of cellular processes by atomic force microscopy.

Authors:  Manfred Radmacher
Journal:  Methods Cell Biol       Date:  2007       Impact factor: 1.441

Review 4.  A review on: atomic force microscopy applied to nano-mechanics of the cell.

Authors:  Atsushi Ikai
Journal:  Adv Biochem Eng Biotechnol       Date:  2010       Impact factor: 2.635

Review 5.  Fractals, chaos, and cancer: do they coincide?

Authors:  R Sedivy; R M Mader
Journal:  Cancer Invest       Date:  1997       Impact factor: 2.176

6.  Quantitative mapping of the elastic modulus of soft materials with HarmoniX and PeakForce QNM AFM modes.

Authors:  Maxim E Dokukin; Igor Sokolov
Journal:  Langmuir       Date:  2012-11-12       Impact factor: 3.882

7.  Fractal analysis: an objective method for identifying atypical nuclei in dysplastic lesions of the cervix uteri.

Authors:  R Sedivy; C Windischberger; K Svozil; E Moser; G Breitenecker
Journal:  Gynecol Oncol       Date:  1999-10       Impact factor: 5.482

8.  Hematologic malignancies of the female genital tract diagnosed on liquid-based Pap test: Cytomorphologic features and review of differential diagnoses.

Authors:  Krisztina Z Hanley; Talaat S Tadros; Alice J Briones; George G Birdsong; Marina B Mosunjac
Journal:  Diagn Cytopathol       Date:  2009-01       Impact factor: 1.582

Review 9.  Diagnostic approach for precancerous and early invasive cancerous lesions of the uterine cervix.

Authors:  Goran Grubisić; Petar Klarić; Ljubomir Jokanović; Hrvojka Soljacić Vranes; Ivan Grbavac; Ivan Bolanca
Journal:  Coll Antropol       Date:  2009-12

10.  Atomic force microscopy detects differences in the surface brush of normal and cancerous cells.

Authors:  S Iyer; R M Gaikwad; V Subba-Rao; C D Woodworth; Igor Sokolov
Journal:  Nat Nanotechnol       Date:  2009-04-12       Impact factor: 39.213

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  8 in total

1.  Difference in biophysical properties of cancer-initiating cells in melanoma mutated zebrafish.

Authors:  N Makarova; Vivek Kalaparthi; Andrew Wang; Chris Williams; M E Dokukin; Charles K Kaufman; Leonard Zon; I Sokolov
Journal:  J Mech Behav Biomed Mater       Date:  2020-04-08

2.  Feasibility of clinical detection of cervical dysplasia using angle-resolved low coherence interferometry measurements of depth-resolved nuclear morphology.

Authors:  Derek Ho; Tyler K Drake; Karen K Smith-McCune; Teresa M Darragh; Loris Y Hwang; Adam Wax
Journal:  Int J Cancer       Date:  2017-03-15       Impact factor: 7.396

3.  Acceleration of imaging in atomic force microscopy working in sub-resonance tapping mode.

Authors:  Piers Echols-Jones; William Messner; Igor Sokolov
Journal:  Rev Sci Instrum       Date:  2022-08-01       Impact factor: 1.843

4.  Nanoscale compositional mapping of cells, tissues, and polymers with ringing mode of atomic force microscopy.

Authors:  M E Dokukin; I Sokolov
Journal:  Sci Rep       Date:  2017-09-19       Impact factor: 4.379

5.  Label-Free Imaging of Melanoma with Confocal Photothermal Microscopy: Differentiation between Malignant and Benign Tissue.

Authors:  Takayoshi Kobayashi; Kazuaki Nakata; Ichiro Yajima; Masashi Kato; Hiromichi Tsurui
Journal:  Bioengineering (Basel)       Date:  2018-08-15

6.  Universal Markers Unveil Metastatic Cancerous Cross-Sections at Nanoscale.

Authors:  Evangelos Bakalis; Angelo Ferraro; Vassilios Gavriil; Francesco Pepe; Zoe Kollia; Alkiviadis-Constantinos Cefalas; Umberto Malapelle; Evangelia Sarantopoulou; Giancarlo Troncone; Francesco Zerbetto
Journal:  Cancers (Basel)       Date:  2022-07-31       Impact factor: 6.575

7.  Noninvasive, label-free, three-dimensional imaging of melanoma with confocal photothermal microscopy: Differentiate malignant melanoma from benign tumor tissue.

Authors:  Jinping He; Nan Wang; Hiromichi Tsurui; Masashi Kato; Machiko Iida; Takayoshi Kobayashi
Journal:  Sci Rep       Date:  2016-07-22       Impact factor: 4.379

8.  Nanomechanical Characteristics of Cervical Cancer and Cervical Intraepithelial Neoplasia Revealed by Atomic Force Microscopy.

Authors:  Yueyi Cui; Xuejie Zhang; Ke You; Yanli Guo; Congrong Liu; Xiaohong Fang; Li Geng
Journal:  Med Sci Monit       Date:  2017-08-31
  8 in total

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