Literature DB >> 32002765

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

Aidan C Li1, Jing Zhao2, Chao Zhao3, Zhongliang Ma4, Ramon Hartage5, Yunxiang Zhang6, Xiaoxian Li7, Anil V Parwani8.   

Abstract

PURPOSE: Patients with HER2-positive breast cancer commonly receive anti-HER2 neoadjuvant chemotherapy and pathologic complete response (pCR) can be achieved in up to half of the patients. HER2 protein expression detected by immunohistochemistry (IHC) can be quantified using digital imaging analysis (DIA) as a value of membranous connectivity. We aimed to investigate the association HER2 IHC DIA quantitative results with response to anti-HER2 neoadjuvant chemotherapy.
METHODS: Digitized HER2 IHC whole slide images were analyzed using Visiopharm HER2-CONNECT to obtain quantitative HER2 membranous connectivity from a cohort of 153 HER2+ invasive breast carcinoma cases treated with anti-HER2 neoadjuvant chemotherapy (NAC). HER2 connectivity and other factors including age, histologic grade, ER, PR, and HER2 fluorescence in situ hybridization (FISH) were analyzed for association with the response to anti-HER2 NAC.
RESULTS: Eighty-three cases (54.2%) had pCR, while 70 (45.8%) showed residual tumor. Younger age, negative ER/PR, higher HER2 DIA connectivity, higher HER2 FISH ratio and copy number were significantly associated with pCR in univariate analysis. Multivariate analysis demonstrated only age, HER2 DIA connectivity, PR negativity, and HER2 copy number was significantly associated with pCR, whereas HER2 DIA connectivity had the strongest association.
CONCLUSIONS: HER2 IHC DIA connectivity is the most important factor predicting pCR to anti-HER2 neoadjuvant chemotherapy in patients with HER2-positive breast cancer.

Entities:  

Keywords:  Anti-HER2 neoadjuvant chemotherapy; Breast carcinoma; HER2 immunohistochemistry; Pathologic complete response; Quantitative digital imaging analysis

Mesh:

Substances:

Year:  2020        PMID: 32002765      PMCID: PMC8006811          DOI: 10.1007/s10549-020-05546-0

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


  32 in total

1.  Digital image analysis of membrane connectivity is a robust measure of HER2 immunostains.

Authors:  Anja Brügmann; Mikkel Eld; Giedrius Lelkaitis; Søren Nielsen; Michael Grunkin; Johan D Hansen; Niels T Foged; Mogens Vyberg
Journal:  Breast Cancer Res Treat       Date:  2011-04-22       Impact factor: 4.872

2.  Pathologic complete response rate according to HER2 detection methods in HER2-positive breast cancer treated with neoadjuvant systemic therapy.

Authors:  Melissa Krystel-Whittemore; Jin Xu; Edi Brogi; Katia Ventura; Sujata Patil; Dara S Ross; Chau Dang; Mark Robson; Larry Norton; Monica Morrow; Hannah Y Wen
Journal:  Breast Cancer Res Treat       Date:  2019-05-29       Impact factor: 4.872

3.  Trastuzumab plus adjuvant chemotherapy for operable HER2-positive breast cancer.

Authors:  Edward H Romond; Edith A Perez; John Bryant; Vera J Suman; Charles E Geyer; Nancy E Davidson; Elizabeth Tan-Chiu; Silvana Martino; Soonmyung Paik; Peter A Kaufman; Sandra M Swain; Thomas M Pisansky; Louis Fehrenbacher; Leila A Kutteh; Victor G Vogel; Daniel W Visscher; Greg Yothers; Robert B Jenkins; Ann M Brown; Shaker R Dakhil; Eleftherios P Mamounas; Wilma L Lingle; Pamela M Klein; James N Ingle; Norman Wolmark
Journal:  N Engl J Med       Date:  2005-10-20       Impact factor: 91.245

4.  Human breast cancer: correlation of relapse and survival with amplification of the HER-2/neu oncogene.

Authors:  D J Slamon; G M Clark; S G Wong; W J Levin; A Ullrich; W L McGuire
Journal:  Science       Date:  1987-01-09       Impact factor: 47.728

5.  Her-2/neu expression in node-negative breast cancer: direct tissue quantitation by computerized image analysis and association of overexpression with increased risk of recurrent disease.

Authors:  M F Press; M C Pike; V R Chazin; G Hung; J A Udove; M Markowicz; J Danyluk; W Godolphin; M Sliwkowski; R Akita
Journal:  Cancer Res       Date:  1993-10-15       Impact factor: 12.701

6.  Image analysis as an adjunct to manual HER-2 immunohistochemical review: a diagnostic tool to standardize interpretation.

Authors:  Lynne Dobson; Catherine Conway; Alan Hanley; Alex Johnson; Sean Costello; Anthony O'Grady; Yvonne Connolly; Hilary Magee; Daniel O'Shea; Michael Jeffers; Elaine Kay
Journal:  Histopathology       Date:  2010-06-24       Impact factor: 5.087

7.  Pertuzumab plus trastuzumab in combination with standard neoadjuvant anthracycline-containing and anthracycline-free chemotherapy regimens in patients with HER2-positive early breast cancer: a randomized phase II cardiac safety study (TRYPHAENA).

Authors:  A Schneeweiss; S Chia; T Hickish; V Harvey; A Eniu; R Hegg; C Tausch; J H Seo; Y-F Tsai; J Ratnayake; V McNally; G Ross; J Cortés
Journal:  Ann Oncol       Date:  2013-05-22       Impact factor: 32.976

8.  Comparing subjective and digital image analysis HER2/neu expression scores with conventional and modified FISH scores in breast cancer.

Authors:  I Skaland; I Øvestad; E A M Janssen; J Klos; K H Kjellevold; T Helliesen; J P A Baak
Journal:  J Clin Pathol       Date:  2007-04-05       Impact factor: 3.411

9.  Human Epidermal Growth Factor Receptor 2 Testing in Breast Cancer: American Society of Clinical Oncology/College of American Pathologists Clinical Practice Guideline Focused Update.

Authors:  Antonio C Wolff; M Elizabeth Hale Hammond; Kimberly H Allison; Brittany E Harvey; Pamela B Mangu; John M S Bartlett; Michael Bilous; Ian O Ellis; Patrick Fitzgibbons; Wedad Hanna; Robert B Jenkins; Michael F Press; Patricia A Spears; Gail H Vance; Giuseppe Viale; Lisa M McShane; Mitchell Dowsett
Journal:  J Clin Oncol       Date:  2018-05-30       Impact factor: 44.544

10.  What is the added value of digital image analysis of HER2 immunohistochemistry in breast cancer in clinical practice? A study with multiple platforms.

Authors:  Timco Koopman; Henk J Buikema; Harry Hollema; Geertruida H de Bock; Bert van der Vegt
Journal:  Histopathology       Date:  2019-04-01       Impact factor: 5.087

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  2 in total

1.  Retrospective observational study of HER2 immunohistochemistry in borderline breast cancer patients undergoing neoadjuvant therapy, with an emphasis on Group 2 (HER2/CEP17 ratio ≥2.0, HER2 copy number <4.0 signals/cell) cases.

Authors:  Emad A Rakha; Islam M Miligy; Cecily M Quinn; Elena Provenzano; Abeer M Shaaban; Caterina Marchiò; Michael S Toss; Grace Gallagy; Ciara Murray; Janice Walshe; Ayaka Katayama; Karim Eldib; Nahla Badr; Bruce Tanchel; Rebecca Millican-Slater; Colin Purdie; Dave Purnell; Sarah E Pinder; Ian O Ellis; Andrew H S Lee
Journal:  Br J Cancer       Date:  2021-03-24       Impact factor: 7.640

Review 2.  Cultivating Clinical Clarity through Computer Vision: A Current Perspective on Whole Slide Imaging and Artificial Intelligence.

Authors:  Ankush U Patel; Nada Shaker; Sambit Mohanty; Shivani Sharma; Shivam Gangal; Catarina Eloy; Anil V Parwani
Journal:  Diagnostics (Basel)       Date:  2022-07-22
  2 in total

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