Literature DB >> 36268099

Computer-aided scoring of erb-b2 receptor tyrosine kinase 2 (HER2) gene amplification status in breast cancer.

Alyson Yoder1, Landon J Inge1, Chen-Chun Chen1, Vijay R Marati1, Trung Kien Nguyen1, Karel Zuiderveld1, Jim Martin1, Sarah Gladden1, Mohammad Saleh Miri1, Raghavan Venugopal1, Bryan Lopez1, Jim Ranger-Moore1, Christoph Guetter1.   

Abstract

Background: Identification of HER2 protein overexpression and/or amplification of the HER2 gene are required to qualify breast cancer patients for HER2 targeted therapies. In situ hybridization (ISH) assays that identify HER2 gene amplification function as a stand-alone test for determination of HER2 status and rely on the manual quantification of the number of HER2 genes and copies of chromosome 17 to determine HER2 amplification.
Methods: To assist pathologists, we have developed the uPath HER2 Dual ISH Image Analysis for Breast (uPath HER2 DISH IA) algorithm, as an adjunctive aid in the determination of HER2 gene status in breast cancer specimens. The objective of this study was to compare uPath HER2 DISH image analysis vs manual read scoring of VENTANA HER2 DISH-stained breast carcinoma specimens with ground truth (GT) gene status as the reference. Three reader pathologists reviewed 220, formalin-fixed, paraffin-embedded (FFPE) breast cancer cases by both manual and uPath HER2 DISH IA methods. Scoring results from manual read (MR) and computer-assisted scores (image analysis, IA) were compared against the GT gene status generated by consensus of a panel of pathologists. The differences in agreement rates of HER2 gene status between manual, computer-assisted, and GT gene status were determined.
Results: The positive percent agreement (PPA) and negative percent agreement (NPA) rates for image analysis (IA) vs GT were 97.2% (95% confidence interval [CI]: 95.0, 99.3) and 94.3% (95% CI: 90.8, 97.3) respectively. Comparison of agreement rates showed that the lower bounds of the 95% CIs for the difference of PPA and NPA for IA vs MR were -0.9% and -6.2%, respectively. Further, inter- and intra-reader agreement rates in the IA method were observed with point estimates of at least 96.7%. Conclusions: Overall, our data show that the uPath HER2 DISH IA is non-inferior to manual scoring and supports its use as an aid for pathologists in routine diagnosis of breast cancer.
© 2022 The Authors.

Entities:  

Keywords:  Algorithm; Breast cancer; Bright-field ISH; HER2; Image analysis

Year:  2022        PMID: 36268099      PMCID: PMC9577051          DOI: 10.1016/j.jpi.2022.100116

Source DB:  PubMed          Journal:  J Pathol Inform


  34 in total

1.  Phosphorylated HER-2 tyrosine kinase and Her-2/neu gene amplification as predictive factors of response to trastuzumab in patients with HER-2 overexpressing metastatic breast cancer (MBC).

Authors:  Rosa Giuliani; Virginie Durbecq; Angelo Di Leo; Marianne Paesmans; Denis Larsimont; Jean-Yves Leroy; Marleen Borms; Anita Vindevoghel; Guy Jerusalem; Veronique D'Hondt; Luc Dirix; Jean-Luc Canon; Vincent Richard; Veronique Cocquyt; Françoise Majois; Michel Reginster; Jan Demol; Jean-Pierre Kains; Paul Delree; Carine Keppens; Christos Sotiriou; Martine J Piccart; Fatima Cardoso
Journal:  Eur J Cancer       Date:  2007-01-23       Impact factor: 9.162

2.  HER2 genetic heterogeneity in breast carcinoma.

Authors:  Christian Ohlschlegel; Katharina Zahel; Doris Kradolfer; Margreth Hell; Wolfram Jochum
Journal:  J Clin Pathol       Date:  2011-10-19       Impact factor: 3.411

3.  Intratumoral heterogeneity of HER2 gene amplification in breast cancer: its clinicopathological significance.

Authors:  Hyesil Seol; Hyun Ju Lee; Yoomi Choi; Hee Eun Lee; Yu Jung Kim; Jee Hyun Kim; Eunyoung Kang; Sung-Won Kim; So Yeon Park
Journal:  Mod Pathol       Date:  2012-03-02       Impact factor: 7.842

4.  Change in Pattern of HER2 Fluorescent in Situ Hybridization (FISH) Results in Breast Cancers Submitted for FISH Testing: Experience of a Reference Laboratory Using US Food and Drug Administration Criteria and American Society of Clinical Oncology and College of American Pathologists Guidelines.

Authors:  Mithun Vinod Shah; Anne E Wiktor; Reid G Meyer; Kathleen S Tenner; Karla V Ballman; Stefan J Green; William R Sukov; Rhett P Ketterling; Edith A Perez; Robert B Jenkins
Journal:  J Clin Oncol       Date:  2016-10-10       Impact factor: 44.544

5.  Pathologic complete response to trastuzumab-based neoadjuvant therapy is related to the level of HER-2 amplification.

Authors:  Laurent Arnould; Patrick Arveux; Jerome Couturier; Marion Gelly-Marty; Catherine Loustalot; Francette Ettore; Christine Sagan; Martine Antoine; Frederique Penault-Llorca; Berangere Vasseur; Pierre Fumoleau; Bruno P Coudert
Journal:  Clin Cancer Res       Date:  2007-11-01       Impact factor: 12.531

6.  Assessing the New American Society of Clinical Oncology/College of American Pathologists Guidelines for HER2 Testing by Fluorescence In Situ Hybridization: Experience of an Academic Consultation Practice.

Authors:  Michael F Press; Ivonne Villalobos; Angela Santiago; Roberta Guzman; Monica Cervantes; Armen Gasparyan; Anaamika Campeau; Yanling Ma; Denice D Tsao-Wei; Susan Groshen
Journal:  Arch Pathol Lab Med       Date:  2016-04-15       Impact factor: 5.534

7.  HER2 in situ hybridization test in breast cancer: quantifying margins of error and genetic heterogeneity.

Authors:  António Polónia; Ana Caramelo
Journal:  Mod Pathol       Date:  2021-05-12       Impact factor: 7.842

8.  Independent real-world application of a clinical-grade automated prostate cancer detection system.

Authors:  Leonard M da Silva; Emilio M Pereira; Paulo Go Salles; Ran Godrich; Rodrigo Ceballos; Jeremy D Kunz; Adam Casson; Julian Viret; Sarat Chandarlapaty; Carlos Gil Ferreira; Bruno Ferrari; Brandon Rothrock; Patricia Raciti; Victor Reuter; Belma Dogdas; George DeMuth; Jillian Sue; Christopher Kanan; Leo Grady; Thomas J Fuchs; Jorge S Reis-Filho
Journal:  J Pathol       Date:  2021-04-27       Impact factor: 7.996

9.  Validation of a new classifier for the automated analysis of the human epidermal growth factor receptor 2 (HER2) gene amplification in breast cancer specimens.

Authors:  Daniela Furrer; Simon Jacob; Chantal Caron; François Sanschagrin; Louise Provencher; Caroline Diorio
Journal:  Diagn Pathol       Date:  2013-02-04       Impact factor: 2.644

10.  HER2 Gene Amplification Testing by Fluorescent In Situ Hybridization (FISH): Comparison of the ASCO-College of American Pathologists Guidelines With FISH Scores Used for Enrollment in Breast Cancer International Research Group Clinical Trials.

Authors:  Michael F Press; Guido Sauter; Marc Buyse; Hélène Fourmanoir; Emmanuel Quinaux; Denice D Tsao-Wei; Wolfgang Eiermann; Nicholas Robert; Tadeusz Pienkowski; John Crown; Miguel Martin; Vicente Valero; John R Mackey; Valerie Bee; Yanling Ma; Ivonne Villalobos; Anaamika Campeau; Martina Mirlacher; Mary-Ann Lindsay; Dennis J Slamon
Journal:  J Clin Oncol       Date:  2016-10-10       Impact factor: 44.544

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