Evaluating tumor heterogeneity in immunohistochemistry-stained breast cancer tissue

被引:98
作者
Potts, Steven J. [1 ]
Krueger, Joseph S. [1 ]
Landis, Nicholas D. [1 ]
Eberhard, David A. [2 ,3 ]
Young, G. David [1 ]
Schmechel, Steven C. [4 ]
Lange, Holger [1 ]
机构
[1] Flagship Biosci, Westminster, CO 80021 USA
[2] Univ N Carolina, Dept Pathol, Chapel Hill, NC USA
[3] Univ N Carolina, Lineberger Comprehens Canc Ctr, Chapel Hill, NC USA
[4] Univ Minnesota, Dept Lab Med & Pathol, Minneapolis, MN 55455 USA
关键词
breast cancer; digital pathology; HER2; immunohistochemistry; pathology; tumor heterogeneity; IN-SITU HYBRIDIZATION; INTRATUMORAL HETEROGENEITY; GENETIC-HETEROGENEITY; AMPLIFICATION; CARCINOMAS; DIVERSITY; RECOMMENDATIONS; EXPRESSION; HER-2/NEU; PIK3CA;
D O I
10.1038/labinvest.2012.91
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
100103 [病原生物学]; 100218 [急诊医学];
摘要
Quantitative clinical measurement of heterogeneity in immunohistochemistry staining would be useful in evaluating patient therapeutic response and in identifying underlying issues in histopathology laboratory quality control. A heterogeneity scoring approach (Het Map) was designed to visualize a individual patient's immunohistochemistry heterogeneity in the context of a patient population. HER2 semiquantitative analysis was combined with ecology diversity statistics to evaluate cell-level heterogeneity (consistency of protein expression within neighboring cells in a tumor nest) and tumor-level heterogeneity (differences of protein expression across a tumor as represented by a tissue section). This approach was evaluated on HER2 immunohistochemistry-stained breast cancer samples using 200 specimens across two different laboratories with three pathologists per laboratory, each outlining regions of tumor for scoring by automatic cell-based image analysis. Het Map was evaluated using three different scoring schemes: HER2 scoring according to American Society of Clinical Oncology and College of American Pathologists (ASCO/CAP) guidelines, H-score, and a new continuous HER2 score (HER2(cont)). Two definitions of heterogeneity, cell-level and tumor-level, provided useful independent measures of heterogeneity. Cases where pathologists had disagreement over reads in the area of clinical importance (+1 and +2) had statistically significantly higher levels of tumor-level heterogeneity. Cell-level heterogeneity, reported either as an average or the maximum area of heterogeneity across a slide, had low levels of dependency on the pathologist choice of region, while tumor-level heterogeneity measurements had more dependence on the pathologist choice of regions. HetMap is a measure of heterogeneity, by which pathologists, oncologists, and drug development organizations can view cell-level and tumor-level heterogeneity for a patient for a given marker in the context of an entire patient cohort. Heterogeneity analysis can be used to identify tumors with differing degrees of heterogeneity, or to highlight slides that should be rechecked for QC issues. Tumor heterogeneity plays a significant role in disconcordant reads between pathologists. Laboratory Investigation (2012) 92, 1342-1357; doi:10.1038/labinvest.2012.91; published online 16 July 2012
引用
收藏
页码:1342 / 1357
页数:16
相关论文
共 32 条
[1]
Frequency of HER2 Heterogeneity by Fluorescence In Situ Hybridization According to CAP Expert Panel Recommendations Time for a New Look at How to Report Heterogeneity [J].
Allison, Kimberly H. ;
Dintzis, Suzanne M. ;
Schmidt, Rodney A. .
AMERICAN JOURNAL OF CLINICAL PATHOLOGY, 2011, 136 (06) :864-871
[2]
[Anonymous], 2007, J CLIN ONCOL, DOI DOI 10.1200/JCO.2006.09.2775
[3]
Prevalence and Heterogeneity of KRAS, BRAF, and PIK3CA Mutations in Primary Colorectal Adenocarcinomas and Their Corresponding Metastases [J].
Baldus, Stephan E. ;
Schaefer, Karl-L. ;
Engers, Rainer ;
Hartleb, Dinah ;
Stoecklein, Nikolas H. ;
Gabbert, Helmut E. .
CLINICAL CANCER RESEARCH, 2010, 16 (03) :790-799
[4]
Heterogeneous HER2 Gene Amplification Impact on Patient Outcome and a Clinically Relevant Definition [J].
Bartlett, Alastair I. ;
Starcyznski, Jane ;
Robson, Tammy ;
MacLellan, Alex ;
Campbell, Fiona M. ;
van de Vekle, Cornelis J. H. ;
Hasenburg, Annette ;
Markopoulos, Christos ;
Seynaeve, Caroline ;
Rea, Daniel ;
Bartlett, John M. S. .
AMERICAN JOURNAL OF CLINICAL PATHOLOGY, 2011, 136 (02) :266-274
[5]
Accurately Assessing HER-2/neu Status in Needle Core Biopsies of Breast Cancer Patients in the Era of Neoadjuvant Therapy: Emerging Questions and Considerations Addressed [J].
D'Alfonso, Timothy ;
Liu, Yi-Fang ;
Monni, Stefano ;
Rosen, Paul Peter ;
Shin, Sandra J. .
AMERICAN JOURNAL OF SURGICAL PATHOLOGY, 2010, 34 (04) :575-581
[6]
The Clinical Importance of the Heterogeneity of HER2 neu [J].
Davila, Enrique ;
Amazon, Kip .
CASE REPORTS IN ONCOLOGY, 2010, 3 (02) :268-271
[7]
DEARETXABALA X, 1989, CANCER, V63, P791, DOI 10.1002/1097-0142(19890215)63:4<791::AID-CNCR2820630431>3.0.CO
[8]
2-W
[9]
PTEN, PIK3CA, p-AKT, and p-p70S6K Status Association with Trastuzumab Response and Survival in Patients with HER2-Positive Metastatic Breast Cancer [J].
Esteva, Francisco J. ;
Guo, Hua ;
Zhang, Siyuan ;
Santa-Maria, Cesar ;
Stone, Steven ;
Lanchbury, Jerry S. ;
Sahin, Aysegul A. ;
Hortobagyi, Gabriel N. ;
Yu, Dihua .
AMERICAN JOURNAL OF PATHOLOGY, 2010, 177 (04) :1647-1656
[10]
Molecular predictors of response to trastuzumab and lapatinib in breast cancer [J].
Esteva, Francisco J. ;
Yu, Dihua ;
Hung, Mien-Chie ;
Hortobagyi, Gabriel N. .
NATURE REVIEWS CLINICAL ONCOLOGY, 2010, 7 (02) :98-107