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Title: Low-Frequency Mutational Heterogeneity of Invasive Ductal Carcinoma Subtypes: Information to Direct Precision Oncology

Abstract

Information regarding the role of low-frequency hotspot cancer-driver mutations (CDMs) in breast carcinogenesis and therapeutic response is limited. Using the sensitive and quantitative Allele-specific Competitor Blocker PCR (ACB-PCR) approach, mutant fractions (MFs) of six CDMs (PIK3CA H1047R and E545K, KRAS G12D and G12V, HRAS G12D, and BRAF V600E) were quantified in invasive ductal carcinomas (IDCs; including ~20 samples per subtype). Measurable levels (i.e., ≥ 1 × 10-5, the lowest ACB-PCR standard employed) of the PIK3CA H1047R, PIK3CA E545K, KRAS G12D, KRAS G12V, HRAS G12D, and BRAF V600E mutations were observed in 34/81 (42%), 29/81 (36%), 51/81 (63%), 9/81 (11%), 70/81 (86%), and 48/81 (59%) of IDCs, respectively. Correlation analysis using available clinicopathological information revealed that PIK3CA H1047R and BRAF V600E MFs correlate positively with maximum tumor dimension. Analysis of IDC subtypes revealed minor mutant subpopulations of critical genes in the MAP kinase pathway (KRAS, HRAS, and BRAF) were prevalent across IDC subtypes. Few triple-negative breast cancers (TNBCs) had appreciable levels of PIK3CA mutation, suggesting that individuals with TNBC may be less responsive to inhibitors of the PI3K/AKT/mTOR pathway. These results suggest that low-frequency hotspot CDMs contribute significantly to the intertumoral and intratumoral genetic heterogeneity of IDCs, which has the potentialmore » to impact precision oncology approaches.« less

Authors:
 [1];  [1];  [1];  [2];  [1]
  1. U.S. Food and Drug Administration (FDA),Jefferson, AR (United States). Division of Genetic and Molecular Toxicology, National Center for Toxicological Research
  2. U.S. Food and Drug Administration (FDA),Jefferson, AR (United States). Div. of Bioinformatics and Biostatistics, National Center for Toxicological Research
Publication Date:
Research Org.:
Oak Ridge Institute for Science and Education (ORISE), Oak Ridge, TN (United States)
Sponsoring Org.:
USDOE; US Food and Drug Administration
OSTI Identifier:
1628383
Grant/Contract Number:  
SC0014664
Resource Type:
Accepted Manuscript
Journal Name:
International Journal of Molecular Sciences (Online)
Additional Journal Information:
Journal Name: International Journal of Molecular Sciences (Online); Journal Volume: 20; Journal Issue: 5; Journal ID: ISSN 1422-0067
Publisher:
MDPI
Country of Publication:
United States
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES; Biochemistry & Molecular Biology; Chemistry; invasive ductal carcinoma; breast cancer; mutation; cancer-driver; triple-negative breast cancer; TNBC; heterogeneity; PIK3CA; subclonal

Citation Formats

Myers, Meagan, McKim, Karen, Banda, Malathi, George, Nysia, and Parsons, Barbara. Low-Frequency Mutational Heterogeneity of Invasive Ductal Carcinoma Subtypes: Information to Direct Precision Oncology. United States: N. p., 2019. Web. doi:10.3390/ijms20051011.
Myers, Meagan, McKim, Karen, Banda, Malathi, George, Nysia, & Parsons, Barbara. Low-Frequency Mutational Heterogeneity of Invasive Ductal Carcinoma Subtypes: Information to Direct Precision Oncology. United States. https://doi.org/10.3390/ijms20051011
Myers, Meagan, McKim, Karen, Banda, Malathi, George, Nysia, and Parsons, Barbara. Tue . "Low-Frequency Mutational Heterogeneity of Invasive Ductal Carcinoma Subtypes: Information to Direct Precision Oncology". United States. https://doi.org/10.3390/ijms20051011. https://www.osti.gov/servlets/purl/1628383.
@article{osti_1628383,
title = {Low-Frequency Mutational Heterogeneity of Invasive Ductal Carcinoma Subtypes: Information to Direct Precision Oncology},
author = {Myers, Meagan and McKim, Karen and Banda, Malathi and George, Nysia and Parsons, Barbara},
abstractNote = {Information regarding the role of low-frequency hotspot cancer-driver mutations (CDMs) in breast carcinogenesis and therapeutic response is limited. Using the sensitive and quantitative Allele-specific Competitor Blocker PCR (ACB-PCR) approach, mutant fractions (MFs) of six CDMs (PIK3CA H1047R and E545K, KRAS G12D and G12V, HRAS G12D, and BRAF V600E) were quantified in invasive ductal carcinomas (IDCs; including ~20 samples per subtype). Measurable levels (i.e., ≥ 1 × 10-5, the lowest ACB-PCR standard employed) of the PIK3CA H1047R, PIK3CA E545K, KRAS G12D, KRAS G12V, HRAS G12D, and BRAF V600E mutations were observed in 34/81 (42%), 29/81 (36%), 51/81 (63%), 9/81 (11%), 70/81 (86%), and 48/81 (59%) of IDCs, respectively. Correlation analysis using available clinicopathological information revealed that PIK3CA H1047R and BRAF V600E MFs correlate positively with maximum tumor dimension. Analysis of IDC subtypes revealed minor mutant subpopulations of critical genes in the MAP kinase pathway (KRAS, HRAS, and BRAF) were prevalent across IDC subtypes. Few triple-negative breast cancers (TNBCs) had appreciable levels of PIK3CA mutation, suggesting that individuals with TNBC may be less responsive to inhibitors of the PI3K/AKT/mTOR pathway. These results suggest that low-frequency hotspot CDMs contribute significantly to the intertumoral and intratumoral genetic heterogeneity of IDCs, which has the potential to impact precision oncology approaches.},
doi = {10.3390/ijms20051011},
journal = {International Journal of Molecular Sciences (Online)},
number = 5,
volume = 20,
place = {United States},
year = {Tue Feb 26 00:00:00 EST 2019},
month = {Tue Feb 26 00:00:00 EST 2019}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Figures / Tables:

Figure 1 Figure 1: Representative images of the fluorescein-labeled ACB-PCR products on a polyacrylamide gel are shown for PIK3CA codon 1047 CAT!CGT (H1047R) (a). The pixel intensities of the bands produced from the standards were quantified and used to construct a standard curve relating pixel intensity to MF (b). The standard curvemore » was used to interpolate the MFs of the samples from their measured fluorescence.« less

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Pattern of metastatic spread in triple-negative breast cancer
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Evaluation of the association of PIK3CA mutations and PTEN loss with efficacy of trastuzumab therapy in metastatic breast cancer
journal, May 2011


The predictive and prognostic role of phosphatase phosphoinositol-3 (PI3) kinase (PIK3CA) mutation in HER2-positive breast cancer receiving HER2-targeted therapy: a meta-analysis
journal, June 2015

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  • Breast Cancer Research and Treatment, Vol. 152, Issue 3
  • DOI: 10.1007/s10549-015-3480-6

Triple-negative breast cancer: Molecular features, pathogenesis, treatment and current lines of research
journal, May 2010


Acquired BRAF inhibitor resistance: A multicenter meta-analysis of the spectrum and frequencies, clinical behaviour, and phenotypic associations of resistance mechanisms
journal, December 2015

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  • European Journal of Cancer, Vol. 51, Issue 18
  • DOI: 10.1016/j.ejca.2015.08.022

Genetically engineered mouse models of PI3K signaling in breast cancer
journal, February 2013


Multiclonal tumor origin: Evidence and implications
journal, July 2018


The molecular evolution of acquired resistance to targeted EGFR blockade in colorectal cancers
journal, June 2012

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  • Nature, Vol. 486, Issue 7404
  • DOI: 10.1038/nature11219

High-throughput oncogene mutation profiling in human cancer
journal, February 2007

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journal, December 1990

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journal, July 2018

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  • DOI: 10.1111/his.13642

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journal, May 2015


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journal, October 2012


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journal, November 2012


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journal, March 2013

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  • Personalized Medicine, Vol. 10, Issue 2
  • DOI: 10.2217/pme.13.1

Low-frequency KRAS mutations are prevalent in lung adenocarcinomas
journal, March 2015

  • Myers, Meagan B.; McKim, Karen L.; Meng, Fanxue
  • Personalized Medicine, Vol. 12, Issue 2
  • DOI: 10.2217/pme.14.69

ACB-PCR Quantification of K-RASCodon 12 GAT and GTT Mutant Fraction in Colon Tumor and Non-Tumor Tissue
journal, May 2010

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  • Cancer Investigation, Vol. 28, Issue 4
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Works referencing / citing this record:

Rationale and Roadmap for Developing Panels of Hotspot Cancer Driver Gene Mutations as Biomarkers of Cancer Risk
journal, October 2019

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Figures/Tables have been extracted from DOE-funded journal article accepted manuscripts.