Literature DB >> 26109345

Optimizing HER2 assessment in breast cancer: application of automated image analysis.

Henrik Holten-Rossing1, Maj-Lis Møller Talman, Martin Kristensson, Ben Vainer.   

Abstract

In breast cancer, analysis of HER2 expression is pivotal for treatment decision. This study aimed at comparing digital, automated image analysis with manual reading using the HER2-CONNECT algorithm (Visiopharm) in order to minimize the number of equivocal 2+ scores and the need for reflex fluorescence in situ hybridization (FISH) analysis. Consecutive samples from 462 patients were included. Tissue micro arrays (TMAs) were routinely manufactured including two 2 mm cores from each patient, and each core was assessed in order to ensure the presence of invasive carcinoma. Immunohistochemical staining (IHC) was performed with Roche/Ventana's HER2 ready-to-use kit. TMAs were scanned in a Zeiss Axio Z1 scanner, and one batch analysis of the HER2-CONNECT algorithm including all core samples was run using Visiopharm's cloud-based software. The automated reading was compared to conventional manual assessment of HER2 protein expression, together with FISH analysis of HER2 gene amplification for borderline (2+) protein expression samples. Compared to FISH analysis, manual assessment of the HER2 protein expression demonstrated a sensitivity of 85.8% and a specificity of 86.0% with 14.0% equivocal samples. With HER2-CONNECT, sensitivity increased to 100 % and specificity to 95.5% with less than 4.5% equivocal. Total agreement when comparing HER2-CONNECT with manual IHC assessment supplemented by FISH for borderline (2+) cases was 93.6%. Application of automated image analysis for HER2 protein expression instead of manual assessment decreases the need for supplementary FISH testing by 68%. In the routine diagnostic setting, this would have significant impact on cost reduction and turn-around time.

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Year:  2015        PMID: 26109345     DOI: 10.1007/s10549-015-3475-3

Source DB:  PubMed          Journal:  Breast Cancer Res Treat        ISSN: 0167-6806            Impact factor:   4.872


  13 in total

1.  Digital image analysis outperforms manual biomarker assessment in breast cancer.

Authors:  Gustav Stålhammar; Nelson Fuentes Martinez; Michael Lippert; Nicholas P Tobin; Ida Mølholm; Lorand Kis; Gustaf Rosin; Mattias Rantalainen; Lars Pedersen; Jonas Bergh; Michael Grunkin; Johan Hartman
Journal:  Mod Pathol       Date:  2016-02-26       Impact factor: 7.842

Review 2.  Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group.

Authors:  Mohamed Amgad; Elisabeth Specht Stovgaard; Eva Balslev; Jeppe Thagaard; Weijie Chen; Sarah Dudgeon; Ashish Sharma; Jennifer K Kerner; Carsten Denkert; Yinyin Yuan; Khalid AbdulJabbar; Stephan Wienert; Peter Savas; Leonie Voorwerk; Andrew H Beck; Anant Madabhushi; Johan Hartman; Manu M Sebastian; Hugo M Horlings; Jan Hudeček; Francesco Ciompi; David A Moore; Rajendra Singh; Elvire Roblin; Marcelo Luiz Balancin; Marie-Christine Mathieu; Jochen K Lennerz; Pawan Kirtani; I-Chun Chen; Jeremy P Braybrooke; Giancarlo Pruneri; Sandra Demaria; Sylvia Adams; Stuart J Schnitt; Sunil R Lakhani; Federico Rojo; Laura Comerma; Sunil S Badve; Mehrnoush Khojasteh; W Fraser Symmans; Christos Sotiriou; Paula Gonzalez-Ericsson; Katherine L Pogue-Geile; Rim S Kim; David L Rimm; Giuseppe Viale; Stephen M Hewitt; John M S Bartlett; Frédérique Penault-Llorca; Shom Goel; Huang-Chun Lien; Sibylle Loibl; Zuzana Kos; Sherene Loi; Matthew G Hanna; Stefan Michiels; Marleen Kok; Torsten O Nielsen; Alexander J Lazar; Zsuzsanna Bago-Horvath; Loes F S Kooreman; Jeroen A W M van der Laak; Joel Saltz; Brandon D Gallas; Uday Kurkure; Michael Barnes; Roberto Salgado; Lee A D Cooper
Journal:  NPJ Breast Cancer       Date:  2020-05-12

3.  Quantitative digital imaging analysis of HER2 immunohistochemistry predicts the response to anti-HER2 neoadjuvant chemotherapy in HER2-positive breast carcinoma.

Authors:  Aidan C Li; Jing Zhao; Chao Zhao; Zhongliang Ma; Ramon Hartage; Yunxiang Zhang; Xiaoxian Li; Anil V Parwani
Journal:  Breast Cancer Res Treat       Date:  2020-01-30       Impact factor: 4.872

4.  Discordance between original and central laboratories in ER and HER2 results in a diverse, population-based sample.

Authors:  Jennifer J Griggs; Ann S Hamilton; Kendra L Schwartz; Weiqiang Zhao; Paul H Abrahamse; Dafydd G Thomas; Julie M Jorns; Rachel Jewell; Maria E Sibug Saber; Reina Haque; Steven J Katz
Journal:  Breast Cancer Res Treat       Date:  2016-11-29       Impact factor: 4.872

5.  Quantitative Image Analysis of Human Epidermal Growth Factor Receptor 2 Immunohistochemistry for Breast Cancer: Guideline From the College of American Pathologists.

Authors:  Marilyn M Bui; Michael W Riben; Kimberly H Allison; Elizabeth Chlipala; Carol Colasacco; Andrea G Kahn; Christina Lacchetti; Anant Madabhushi; Liron Pantanowitz; Mohamed E Salama; Rachel L Stewart; Nicole E Thomas; John E Tomaszewski; M Elizabeth Hammond
Journal:  Arch Pathol Lab Med       Date:  2019-01-15       Impact factor: 5.534

6.  Digital Image Analysis of HER2 Immunostained Gastric and Gastroesophageal Junction Adenocarcinomas.

Authors:  Sofie L Nielsen; Søren Nielsen; Mogens Vyberg
Journal:  Appl Immunohistochem Mol Morphol       Date:  2017 May/Jun

7.  Quantitative Image Analysis for Tissue Biomarker Use: A White Paper From the Digital Pathology Association.

Authors:  Haydee Lara; Zaibo Li; Esther Abels; Famke Aeffner; Marilyn M Bui; Ehab A ElGabry; Cleopatra Kozlowski; Michael C Montalto; Anil V Parwani; Mark D Zarella; Douglas Bowman; David Rimm; Liron Pantanowitz
Journal:  Appl Immunohistochem Mol Morphol       Date:  2021-08-01

Review 8.  Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group.

Authors:  Mohamed Amgad; Elisabeth Specht Stovgaard; Eva Balslev; Jeppe Thagaard; Weijie Chen; Sarah Dudgeon; Ashish Sharma; Jennifer K Kerner; Carsten Denkert; Yinyin Yuan; Khalid AbdulJabbar; Stephan Wienert; Peter Savas; Leonie Voorwerk; Andrew H Beck; Anant Madabhushi; Johan Hartman; Manu M Sebastian; Hugo M Horlings; Jan Hudeček; Francesco Ciompi; David A Moore; Rajendra Singh; Elvire Roblin; Marcelo Luiz Balancin; Marie-Christine Mathieu; Jochen K Lennerz; Pawan Kirtani; I-Chun Chen; Jeremy P Braybrooke; Giancarlo Pruneri; Sandra Demaria; Sylvia Adams; Stuart J Schnitt; Sunil R Lakhani; Federico Rojo; Laura Comerma; Sunil S Badve; Mehrnoush Khojasteh; W Fraser Symmans; Christos Sotiriou; Paula Gonzalez-Ericsson; Katherine L Pogue-Geile; Rim S Kim; David L Rimm; Giuseppe Viale; Stephen M Hewitt; John M S Bartlett; Frédérique Penault-Llorca; Shom Goel; Huang-Chun Lien; Sibylle Loibl; Zuzana Kos; Sherene Loi; Matthew G Hanna; Stefan Michiels; Marleen Kok; Torsten O Nielsen; Alexander J Lazar; Zsuzsanna Bago-Horvath; Loes F S Kooreman; Jeroen A W M van der Laak; Joel Saltz; Brandon D Gallas; Uday Kurkure; Michael Barnes; Roberto Salgado; Lee A D Cooper
Journal:  NPJ Breast Cancer       Date:  2020-05-12

9.  A Validation Study of Human Epidermal Growth Factor Receptor 2 Immunohistochemistry Digital Imaging Analysis and its Correlation with Human Epidermal Growth Factor Receptor 2 Fluorescence In situ Hybridization Results in Breast Carcinoma.

Authors:  Ramon Hartage; Aidan C Li; Scott Hammond; Anil V Parwani
Journal:  J Pathol Inform       Date:  2020-02-04

10.  An industry perspective: An update on the adoption of whole slide imaging.

Authors:  Michael C Montalto
Journal:  J Pathol Inform       Date:  2016-04-11
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