A public-domain image processing tool for automated quantification of fluorescence in situ hybridisation signals
- PMID: 17693574
- DOI: 10.1136/jcp.2007.048991
A public-domain image processing tool for automated quantification of fluorescence in situ hybridisation signals
Abstract
Aims: To develop and evaluate an automated method for quantification of HER2 fluorescence in situ hybridisation (FISH) signals.
Methods: Using a popular, open source image manipulation tool, ImageJ, a macro for FISH signal assessment was created. A comparison against traditional manual counting was performed in breast cancer specimens from 42 patients. The tumour specimens were hybridised with probes for HER2 and chromosome 17 centromere (CEP17) and selected areas were digitised for image processing. Hybridisation signals were calculated both manually and automatically with the ImageJ custom macro.
Results: The correlation coefficient between the automatic and manual HER2/CEP17 ratios was 0.98. The corresponding percentage agreement was 90% and the kappa value was 0.82.
Conclusions: This study shows that it is possible to automate the determination of HER2 amplification by the use of open-source software, with results comparable to manual counting. The automated counting decreases the time needed for sample analysis and provides possibilities to enhance inter- and intralaboratory reproducibility of results. The FISH quantification tool (FishJ) is available for download as an ImageJ macro or alternatively it can be utilised through a web interface with an option of uploading FISH images for hybridisation signal counting. Combined with digitisation of FISH samples, the FishJ macro enables gene copy number to be assessed and re-evaluated on any area of a digitised specimen.
Similar articles
-
Absence of chromosome 17 polysomy in breast cancer: analysis by CEP17 chromogenic in situ hybridization and multiplex ligation-dependent probe amplification.Breast Cancer Res Treat. 2010 Feb;120(1):1-7. doi: 10.1007/s10549-009-0539-2. Epub 2009 Sep 18. Breast Cancer Res Treat. 2010. PMID: 19760503
-
Lower HER-2/chromosome enumeration probe 17 ratio in cytologic HER-2 fluorescence in situ hybridization for breast cancers: three-dimensional analysis of intranuclear localization of centromere 17 and HER-2 signals.Cancer. 2008 Apr 25;114(2):134-40. doi: 10.1002/cncr.23367. Cancer. 2008. PMID: 18306351
-
Is it necessary to evaluate nuclei in HER2 FISH evaluation?Am J Clin Pathol. 2013 Jan;139(1):47-54. doi: 10.1309/AJCPPXLYJVFGOV8I. Am J Clin Pathol. 2013. PMID: 23270898
-
Automated analysis of FISH and immunohistochemistry images: a review.Cytometry A. 2007 Jul;71(7):439-50. doi: 10.1002/cyto.a.20409. Cytometry A. 2007. PMID: 17559119 Review.
-
Current status of fluorescent in-situ hybridisation.Med Device Technol. 2004 May;15(4):14-7. Med Device Technol. 2004. PMID: 15303557 Review.
Cited by
-
Deep learning to automatically evaluate HER2 gene amplification status from fluorescence in situ hybridization images.Sci Rep. 2023 Jun 16;13(1):9746. doi: 10.1038/s41598-023-36811-z. Sci Rep. 2023. PMID: 37328516 Free PMC article.
-
Development and evaluation of a virtual microscopy application for automated assessment of Ki-67 expression in breast cancer.BMC Clin Pathol. 2011 Jan 25;11:3. doi: 10.1186/1472-6890-11-3. BMC Clin Pathol. 2011. PMID: 21262004 Free PMC article.
-
Evidence for oxidative stress in the developing cerebellum of the rat after chronic mild carbon monoxide exposure (0.0025% in air).BMC Neurosci. 2009 May 27;10:53. doi: 10.1186/1471-2202-10-53. BMC Neurosci. 2009. PMID: 19580685 Free PMC article.
-
Fully automated fluorescent in situ hybridization (FISH) staining and digital analysis of HER2 in breast cancer: a validation study.PLoS One. 2015 Apr 6;10(4):e0123201. doi: 10.1371/journal.pone.0123201. eCollection 2015. PLoS One. 2015. PMID: 25844540 Free PMC article.
-
Effect of image compression and scaling on automated scoring of immunohistochemical stainings and segmentation of tumor epithelium.Diagn Pathol. 2012 Mar 21;7:29. doi: 10.1186/1746-1596-7-29. Diagn Pathol. 2012. PMID: 22436596 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical
Research Materials
Miscellaneous