Literature DB >> 10560501

Fractal and spectral dimension analysis of liver fibrosis in needle biopsy specimens.

N Dioguardi1, F Grizzi, P Bossi, M Roncalli.   

Abstract

OBJECTIVE: To evaluate the usefulness of a reliable and reproducible mathematical scoring system based on fractal geometry for quantifying the irregular pattern in fibrosis commonly seen in liver biopsy specimens from chronic liver diseases. STUDY
DESIGN: The study used 26 standard liver biopsy specimens obtained from patients with chronic hepatitis C virus-related liver disease. The degree of fibrosis in each specimen was estimated using a quantitative scoring system based on the computer-assisted evaluation of both the fractal and spectral dimensions of deposited collagen. The fractal dimension was then compared with the percent area of collagen measured using an image analysis system.
RESULTS: The fractional dimension of its irregular shape defines fibrosis as a natural fractal structure. The complex distribution of its collagenous components (unmeasurable by means of the usual morphometric parameters) can be optimally quantified using a single numerical score that seems to be a better alternative to the semiquantitative methods adopted so far. The proposed method is reproducible, rapid and inexpensive; furthermore, supported by specific software, its mathematical approach excludes subjectivity and eliminates the external factors capable of influencing staging and classification.
CONCLUSION: This study demonstrated that it is possible to quantify the irregularity of the structures of the liver in an objective manner and that the box-counting fractal dimension does not depend on the amount of collagen deposited on the slide. Furthermore, as has been found in other fields of investigation, study of the fractal properties of the liver is likely to reveal more about its structure and the pathogenesis of liver diseases.

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Year:  1999        PMID: 10560501

Source DB:  PubMed          Journal:  Anal Quant Cytol Histol        ISSN: 0884-6812            Impact factor:   0.302


  8 in total

1.  Changes in dermal matrix in the absence of Rac1 in keratinocytes.

Authors:  Alanna Stanley; Esben Pedersen; Cord Brakebusch; Fabio Quondamatteo
Journal:  J Anat       Date:  2016-02-18       Impact factor: 2.610

2.  Computer-aided morphometry of liver inflammation in needle biopsies.

Authors:  N Dioguardi; B Franceschini; C Russo; F Grizzi
Journal:  World J Gastroenterol       Date:  2005-11-28       Impact factor: 5.742

3.  Sampling variability of computer-aided fractal-corrected measures of liver fibrosis in needle biopsy specimens.

Authors:  Fabio Grizzi; Carlo Russo; Barbara Franceschini; Mariagrazia Di Rocco; Valter Torri; Emanuela Morenghi; Luigi Rainiero Fassati; Nicola Dioguardi
Journal:  World J Gastroenterol       Date:  2006-12-21       Impact factor: 5.742

Review 4.  The Complexity and Fractal Geometry of Nuclear Medicine Images.

Authors:  Fabio Grizzi; Angelo Castello; Dorina Qehajaj; Carlo Russo; Egesta Lopci
Journal:  Mol Imaging Biol       Date:  2019-06       Impact factor: 3.488

5.  Liver fibrosis and tissue architectural change measurement using fractal-rectified metrics and Hurst's exponent.

Authors:  Nicola Dioguardi; Fabio Grizzi; Barbara Franceschini; Paola Bossi; Carlo Russo
Journal:  World J Gastroenterol       Date:  2006-04-14       Impact factor: 5.742

6.  Establishment of a standardized liver fibrosis model with different pathological stages in rats.

Authors:  Li Li; Zongqiang Hu; Wen Li; Mingdao Hu; Jianghua Ran; Peng Chen; Qiangming Sun
Journal:  Gastroenterol Res Pract       Date:  2012-06-12       Impact factor: 2.260

7.  Computer-aided assessment of the extra-cellular matrix during pancreatic carcinogenesis: a pilot study.

Authors:  Fabio Grizzi; Sirio Fiorino; Dorina Qehajaj; Adele Fornelli; Carlo Russo; Dario de Biase; Michele Masetti; Laura Mastrangelo; Matteo Zanello; Raffaele Lombardi; Andrea Domanico; Esterita Accogli; Andrea Tura; Leonardo Mirandola; Maurizio Chiriva-Internati; Robert S Bresalier; Elio Jovine; Paolo Leandri; Luca Di Tommaso
Journal:  J Transl Med       Date:  2019-02-28       Impact factor: 5.531

8.  Automated morphometry provides accurate and reproducible virtual staging of liver fibrosis in chronic hepatitis C.

Authors:  Paul Calès; Julien Chaigneau; Gilles Hunault; Sophie Michalak; Christine Cavaro-Menard; Jean-Baptiste Fasquel; Sandrine Bertrais; Marie-Christine Rousselet
Journal:  J Pathol Inform       Date:  2015-05-28
  8 in total

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