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Angeloni TE, Bhattacharya A, Cheng LL, Chong HK, Conlan KM, Elzinga CD, Gerasimova A, Grover D, Grupe A, Hua M, Hodko D, Kazmierkiewicz K, Nakles RE, Nery CR, Owen R, Goos-Root DM, Rowland CM, Smolgovsky A, Weltmer EC, Zhang K, Lacbawan FL. Abstract PS16-02: Moving in the fast lane: Test design and validation to produce up-to-date hereditary breast and gynecologic cancer tests. Cancer Res 2021. [DOI: 10.1158/1538-7445.sabcs20-ps16-02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction
Germline genetic testing is increasingly relevant to breast and gynecologic (GYN) cancer clinicians for monitoring and managing high-risk patients. In particular, multi-gene panels (MGPs) can identify unsuspected cancer syndromes and variants that may become clinically significant. Effective MGPs must be comprehensive and up-to-date. For the current study, we used a probe panel designed for targeted enrichment of 4,500 genes associated with various inherited diseases to develop and validate a 66-gene comprehensive hereditary cancer panel, including subsets of genes associated with breast and GYN cancers.
Materials and Methods
Genomic DNA was extracted and taken through next generation sequencing (NGS) library preparation to be sequenced on an Illumina NovaSeq instrument. Targeted capture-based enrichment with a long-range PCR (LR-PCR) component was used to interrogate all protein-coding exons, intron-exon splice sites (+/-10bp), as well as clinically relevant deep intronic, 5’UTR, and 3’UTR regions for single nucleotide variants (SNVs) and insertions/deletions (indels) of all genes of interest. Copy number variations (CNVs) were also interrogated for all applicable regions. Data analysis was performed using a proprietary in-house bioinformatics variant analysis pipeline.
For validation, samples from the Coriell Repository and more than 100 unique de-identified genomic DNA specimens from whole blood and saliva were analyzed for 17,911 variants in 508 genes. Variants were previously identified by orthogonal methods (in-house Sanger sequencing, CLIA validated NGS assays, and microarray). The well-characterized Genome in a Bottle (GIAB) NA12878 and Ashkenazim Trio samples (NA24149, NA24385, and NA24143) were also included. The analytic sensitivity (Positive Percent Agreement, %PPA) and specificity (Technical Positive Predictive Value, %TPPV and Negative Percent Agreement, %NPA) were determined for each variant type (SNV, indel, and CNV).
The 66-gene hereditary cancer panel includes genes that confer ≥2-fold increased risk or 5% lifetime risk for developing cancer (APC, ATM, AXIN2, BAP1, BARD1, BLM, BMPR1A, BRCA1, BRCA2, BRIP1, CDH1, CDK4, CDKN1B, CDKN2A (p16, p14), CHEK2, DICER1, EGFR, EPCAM, FANCA, FANCC, FANCM, FH, FLCN, GALNT12, GREM1, HOXB13, MAX, MEN1, MET, MITF, MLH1, MRE11 (MRE11A), MSH2, MSH3, MSH6, MUTYH, NBN, NF1, NTHL1, PALB2, PMS2, POLD1, POLE, POT1, PTCH1, PTEN, RAD50, RAD51C, RAD51D, RECQL, RET, SDHA, SDHAF2, SDHB, SDHC, SDHD, SMARCA4, SMAD4, STK11, SUFU, TMEM127, TP53, TSC1, TSC2, VHL, and XRCC2). Of these, 30 genes increase the lifetime risk of breast and/or GYN cancers and are also distributed among smaller phenotype-specific panels.
Results
The analytical sensitivity (%PPA) for SNVs and indels was 100.0% and 97.8% for CNVs. The overall specificity for SNVs, indels, and CNVs was >99.0%. The %TPPV for SNVs, Indels, and CNVs was 100.0%, 99.3%, and 100.0%, respectively. The %NPA for SNVs, Indels, and CNVs was 100.0%. The %PPA, %TPPV, and %NPA for LR-PCR was 100.0%.
Conclusion
Validation of the 66-gene hereditary cancer panel demonstrated high analytical sensitivity and specificity. As additional gene-cancer associations are established, using an already designed and developed comprehensive 4,500 gene panel will expedite the process of updating panel tests to include relevant candidate genes, allowing clinicians and patients to benefit from up-to-date and comprehensive testing.
Citation Format: Taraneh E Angeloni, Anindya Bhattacharya, Linda L Cheng, Hansook K Chong, Kelli M Conlan, Christopher D Elzinga, Anna Gerasimova, David Grover, Andrew Grupe, Michael Hua, Domagoj Hodko, Krista Kazmierkiewicz, Rebecca E Nakles, Camille R Nery, Renius Owen, Dana M Goos-Root, Charles M Rowland, Alla Smolgovsky, Elaine C Weltmer, Ke Zhang, Felicitas L Lacbawan. Moving in the fast lane: Test design and validation to produce up-to-date hereditary breast and gynecologic cancer tests [abstract]. In: Proceedings of the 2020 San Antonio Breast Cancer Virtual Symposium; 2020 Dec 8-11; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2021;81(4 Suppl):Abstract nr PS16-02.
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Affiliation(s)
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- 1Quest Diagnostics, San Juan Capistrano, CA
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Nakles RE, Kallakury BVS, Furth PA. The PPARγ agonist efatutazone increases the spectrum of well-differentiated mammary cancer subtypes initiated by loss of full-length BRCA1 in association with TP53 haploinsufficiency. Am J Pathol 2013; 182:1976-85. [PMID: 23664366 DOI: 10.1016/j.ajpath.2013.02.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2012] [Revised: 01/21/2013] [Accepted: 02/12/2013] [Indexed: 12/27/2022]
Abstract
Peroxisome proliferator-activated receptor gamma (PPARγ) agonists have anticancer activity and influence cell differentiation. We examined the impact of the selective PPARγ agonist efatutazone on mammary cancer pathogenesis in a mouse model of BRCA1 mutation. Mice with conditional loss of full-length BRCA1 targeted to mammary epithelial cells in association with germline TP53 insufficiency were treated with efatutazone through the diet starting at age 4 months and were euthanized at age 12 months or when palpable tumor reached 1 cm(3). Although treatment did not reduce percentage of mice developing invasive cancer, it significantly reduced prevalence of noninvasive cancer and total number of cancers per mouse and increased prevalence of well-differentiated cancer subtypes not usually seen in this mouse model. Invasive cancers from controls were uniformly estrogen receptor α negative and undifferentiated, whereas well-differentiated estrogen receptor α-positive papillary invasive cancers appeared in efatutazone-treated mice. Expression levels of phosphorylated AKT and CDK6 were significantly reduced in the cancers developing in efatutazone-treated mice. Efatutazone treatment reduced rates of mammary epithelial cell proliferation and development of hyperplastic alveolar nodules and increased expression levels of the PPARγ target genes Adfp, Fabp4, and Pdhk4 in preneoplastic mammary tissue. Intervention efatutazone treatment in mice with BRCA1 deficiency altered mammary cancer development by promoting development of differentiated invasive cancer and reducing prevalence of noninvasive cancer and preneoplastic disease.
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Affiliation(s)
- Rebecca E Nakles
- Department of Oncology, Georgetown University, Washington, District of Columbia 20057, USA
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Nakles RE, Millman S, Cabrera MC, Johnson P, Mueller SC, Hoppe PS, Schroeder T, Furth PA. Characterization of primary mammary epithelial cells with loss of BRCA1at a single cell level. BMC Proc 2013. [PMCID: PMC3624609 DOI: 10.1186/1753-6561-7-s2-p58] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
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Nakles RE, Millman SL, Cabrera MC, Johnson P, Mueller S, Hoppe PS, Schroeder T, Furth PA. Time-lapse imaging of primary preneoplastic mammary epithelial cells derived from genetically engineered mouse models of breast cancer. J Vis Exp 2013:50198. [PMID: 23425702 DOI: 10.3791/50198] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Time-lapse imaging can be used to compare behavior of cultured primary preneoplastic mammary epithelial cells derived from different genetically engineered mouse models of breast cancer. For example, time between cell divisions (cell lifetimes), apoptotic cell numbers, evolution of morphological changes, and mechanism of colony formation can be quantified and compared in cells carrying specific genetic lesions. Primary mammary epithelial cell cultures are generated from mammary glands without palpable tumor. Glands are carefully resected with clear separation from adjacent muscle, lymph nodes are removed, and single-cell suspensions of enriched mammary epithelial cells are generated by mincing mammary tissue followed by enzymatic dissociation and filtration. Single-cell suspensions are plated and placed directly under a microscope within an incubator chamber for live-cell imaging. Sixteen 650 μm x 700 μm fields in a 4x4 configuration from each well of a 6-well plate are imaged every 15 min for 5 days. Time-lapse images are examined directly to measure cellular behaviors that can include mechanism and frequency of cell colony formation within the first 24 hr of plating the cells (aggregation versus cell proliferation), incidence of apoptosis, and phasing of morphological changes. Single-cell tracking is used to generate cell fate maps for measurement of individual cell lifetimes and investigation of cell division patterns. Quantitative data are statistically analyzed to assess for significant differences in behavior correlated with specific genetic lesions.
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Affiliation(s)
- Rebecca E Nakles
- Department of Oncology, Georgetown University, Washington, DC, USA
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Miermont AM, Cabrera MC, Frech SM, Nakles RE, Diaz-Cruz ES, Shiffert MT, Furth PA. Association of Over-Expressed Estrogen Receptor Alpha with Development of Tamoxifen Resistant Hyperplasia and Adenocarcinomas in Genetically Engineered Mice. ACTA ACUST UNITED AC 2012; Suppl 12. [PMID: 24575359 PMCID: PMC3932557 DOI: 10.4172/2161-0940.s12-001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND Estrogen receptor alpha (ERα) and cyclin D1 are frequently co-expressed in human breast cancer. Some, but not all, studies link tamoxifen resistance to co-expression of cyclin D1 and ERα. In mice over-expression of either cyclin D1 or ERα in mammary epithelial cells is sufficient to induce mammary hyperplasia. Cyclin D1 over-expression in mice leads to mammary adenocarcinoma associated with activated estrogen signaling pathways. ERα over-expression in mice leads to mammary hyperplasia and cancer. Significantly, disease development in these mice is abrogated by loss of cyclin D1. METHODS Genetically engineered mouse models were used to determine whether or not ERα over-expression demonstrated cooperativity with cyclin D1 over-expression in cancer development, reaction to the chemical carcinogen DMBA, or tamoxifen response. RESULTS Adding ERα over-expression to cyclin D1 over-expression increased the prevalence of hyperplasia but not cancer. Single dose DMBA exposure did not increase cancer prevalence in any of the genotypes although cyclin D1 over-expressing mice demonstrated a significant increase in hyperplasia. Tamoxifen treatment was initiated at both young and older ages to test for genotype-specific differences in response. Although normal ductal structures regressed in all genotypes at both younger and older ages, tamoxifen did not significantly reduce the prevalence of either hyperplasia or cancer in any of the genotypes. All of the cancers that developed were hormone receptor positive, including those that developed on tamoxifen, and all showed expression of nuclear-localized cyclin D1. In summary, development of tamoxifen resistant hyperplasia and cancer was associated with expression of ERα and cyclin D1. CONCLUSION These preclinical models will be useful to test strategies for overcoming tamoxifen resistance, perhaps by simultaneously targeting cell cycle regulatory pathways associated with cyclin D1.
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Affiliation(s)
- Anne M Miermont
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Marina Carla Cabrera
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Silvina M Frech
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Rebecca E Nakles
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Edgar S Diaz-Cruz
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Maddalena Tilli Shiffert
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA ; Department of Biology, Georgetown University, Washington, DC, 20007, USA
| | - Priscilla A Furth
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA ; Department of Medicine, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA ; Department of Nanobiomedical Science and WCU Research Center of Nanobiomedical Science, Dankook University, Chungnam 330-714, Korea
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Furth PA, Cabrera MC, Díaz-Cruz ES, Millman S, Nakles RE. Assessing estrogen signaling aberrations in breast cancer risk using genetically engineered mouse models. Ann N Y Acad Sci 2011; 1229:147-55. [PMID: 21793850 DOI: 10.1111/j.1749-6632.2011.06086.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Aberrations in estrogen signaling increase breast cancer risk. Molecular mechanisms that impact breast cancer initiation, promotion, and progression can be investigated using genetically engineered mouse models. Increasing estrogen receptor alpha (ERα) expression levels twofold is sufficient to initiate and promote breast cancer progression. Initiation and promotion can be increased by p53 haploinsufficiency and by coexpressing the nuclear coactivators amplified in breast cancer 1 (AIB1) or the splice variant AIB1Δ3. Progression to invasive cancer is found with coexpression of these nuclear coactivators as well as following a single dose of 7,12-dimethylbenz(a)anthracene. Loss of signal transducer and activator of transcription 5a reduces the prevalence of initiation and promotion but does not protect from invasive cancer development. Cyclin D1 loss completely interrupts mammary epithelial proliferation and survival when ERα is overexpressed. Loss of breast cancer gene 1 increases estrogen signaling and cooperates with ERα overexpression in initiation, promotion, and progression of mammary cancer.
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Affiliation(s)
- Priscilla A Furth
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA.
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Furth PA, Nakles RE, Millman S, Diaz-Cruz ES, Cabrera MC. Signal transducer and activator of transcription 5 as a key signaling pathway in normal mammary gland developmental biology and breast cancer. Breast Cancer Res 2011; 13:220. [PMID: 22018398 PMCID: PMC3262193 DOI: 10.1186/bcr2921] [Citation(s) in RCA: 79] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
STAT5 consists of two proteins, STAT5A/B, that impact mammary cell differentiation, proliferation, and survival. In normal development, STAT5 expression and activity are regulated by prolactin signaling with JAK2/ELF5, EGF signaling networks that include c-Src, and growth hormone, insulin growth factor, estrogen, and progesterone signaling pathways. In cancer, erythropoietin signaling can also regulate STAT5. Activation levels are influenced by AKT, caveolin, PIKE-A, Pak1, c-Myb, Brk, beta-integrin, dystroglycan, other STATs, and STAT pathway molecules JAK1, Shp2, and SOCS. TGF-β and PTPN9 can downregulate prolactin- and EGF-mediated STAT5 activation, respectively. IGF, AKT, RANKL, cyclin D1, BCL6, and HSP90A lie downstream of STAT5.
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Affiliation(s)
- Priscilla A Furth
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, 3970 Reservoir Rd NW, Research Building, Room 520A, Washington DC 20057, USA.
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Nakles RE, Shiffert MT, Díaz-Cruz ES, Cabrera MC, Alotaiby M, Miermont AM, Riegel AT, Furth PA. Altered AIB1 or AIB1Δ3 expression impacts ERα effects on mammary gland stromal and epithelial content. Mol Endocrinol 2011; 25:549-63. [PMID: 21292825 DOI: 10.1210/me.2010-0114] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Amplified in breast cancer 1 (AIB1) (also known as steroid receptor coactivator-3) is a nuclear receptor coactivator enhancing estrogen receptor (ER)α and progesterone receptor (PR)-dependent transcription in breast cancer. The splice variant AIB1Δ3 demonstrates increased ability to promote ERα and PR-dependent transcription. Both are implicated in breast cancer risk and antihormone resistance. Conditional transgenic mice tested the in vivo impact of AIB1Δ3 overexpression compared with AIB1 on histological features of increased breast cancer risk and growth response to estrogen and progesterone in the mammary gland. Combining expression of either AIB1 or AIB1Δ3 with ERα overexpression, we investigated in vivo cooperativity. AIB1 and AIB1Δ3 overexpression equivalently increased the prevalence of hyperplastic alveolar nodules but not ductal hyperplasia or collagen content. When AIB1 or AIB1Δ3 overexpression was combined with ERα, both stromal collagen content and ductal hyperplasia prevalence were significantly increased and adenocarcinomas appeared. Overexpression of AIB1Δ3, especially combined with overexpressed ERα, led to an abnormal response to estrogen and progesterone with significant increases in stromal collagen content and development of a multilayered mammary epithelium. AIB1Δ3 overexpression was associated with a significant increase in PR expression and PR downstream signaling genes. AIB1 overexpression produced less marked growth abnormalities and no significant change in PR expression. In summary, AIB1Δ3 overexpression was more potent than AIB1 overexpression in increasing stromal collagen content, inducing abnormal mammary epithelial growth, altering PR expression levels, and mediating the response to estrogen and progesterone. Combining ERα overexpression with either AIB1 or AIB1Δ3 overexpression augmented abnormal growth responses in both epithelial and stromal compartments.
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Affiliation(s)
- Rebecca E Nakles
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
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Divekar SD, Storchan GB, Sperle K, Veselik DJ, Johnson E, Dakshanamurthy S, Lajiminmuhip YN, Nakles RE, Huang L, Martin MB. The role of calcium in the activation of estrogen receptor-alpha. Cancer Res 2011; 71:1658-68. [PMID: 21212417 DOI: 10.1158/0008-5472.can-10-1899] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Environmental estrogen mimics, including metalloestrogens that can activate estrogen receptor-alpha (ERα), may contribute to breast cancer risk. However, the underlying mechanisms through which these molecular mimics activate the ERα are generally poorly understood. With concern to this important question, we investigated whether intracellular calcium may mediate the cross-talk between signaling pathways that activate ERα and the ligand-binding domain of ERα. MCF-7 cells treated with EGF, ATP, extracellular calcium, or caffeine to increase intracellular calcium triggered a rapid recruitment of ERα to estrogen-responsive promoters and stimulated expression of estrogen-responsive genes including pS2, complement C3, and progesterone receptor. Induction was blocked by an antiestrogen but also by the chelation of intracellular calcium. Treatment with extracellular calcium also increased the growth of MCF-7 cells through an ER-dependent mechanism. We found that EGF and extracellular calcium activated the C-terminus of ERα and the activation was blocked by the antiestrogen. Mechanistic investigations identified four potential sites on the solvent-accessible surface of the ERα ligand-binding domain as important for calcium activation of the receptor. Taken together, our results suggest that calcium mediates the cross-talk between ERα-activating signaling pathways and the ligand-binding domain of ERα providing a potential explanation for the ability of certain environmental metalloestrogens to activate the receptor.
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Affiliation(s)
- Shailaja D Divekar
- Department of Biochemistry and Molecular & Cellular Biology, Georgetown University, Washington, District of Columbia, USA
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Diaz-Cruz ES, Nakles RE, Sugimoto Y, Brueggemeier RW, Furth PA. Abstract A26: Aromatase over-expression results in the development of ductal growth abnormalities in the mammary gland of a conditional transgenic mouse model. Mol Cancer Ther 2009. [DOI: 10.1158/1535-7163.targ-09-a26] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Estrogens are required for the development of the normal mammary gland; however, studies suggest that estrogen and its metabolites may have mutagenic and carcinogenic potential in the mammary gland. Aromatase is key to estrogen biosynthesis, but its over-expression may play a role in the development of breast cancer by increasing mitotic activity in breast epithelial cells. Therefore, it is highly valuable to have mouse models with increased local estrogen production to use to develop optimal therapeutic and chemopreventive strategies to treat these lesions. The purpose of this study was to evaluate if increased local estrogen production led to the development of mammary gland preneoplasia. To test our hypothesis we developed a conditional transgenic mouse model to control the spatial and temporal aromatase expression in the mammary gland. Mammary glands were collected at 4 and 12 months of age for morphological, histological, gene and protein expression studies in both MMTV-rtTA/tet-op-Aromatase and wild-type mice. RT-PCR analysis of aromatase mRNA confirmed that the gene was conditionally expressed in the mammary gland as compared to control mice. Aromatase activity assays confirmed a significantly higher enzyme activity in the mammary glands of MMTV-rtTA/tet-op-Aromatase compared to wild-type. Mammary glands were evaluated for morphological changes using confocal microscopy, whole-mount and hematoxylin and eosin staining. Aromatase over-expression resulted in a higher incidence of morphological and histological abnormalities such as hyperplastic alveolar nodules, ductal dysplasia, ductal carcinoma in situ, and the unexpected persistence of terminal end buds at 12 months of age. These changes were associated with ERK1/2 and AKT activation. In summary, we generated a novel transgenic mouse system to investigate the role of aromatase over-expression in mammary epithelial cells during mammary gland development. Increased aromatase activity resulted in the development of ductal growth abnormalities and increased ductal density. This model represents a valuable tool to investigate the effect of estrogen over-production in the mammary gland microenvironment at specific times during development.
Citation Information: Mol Cancer Ther 2009;8(12 Suppl):A26.
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