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Heinz RE, Chatterton RT. HPLC fractionation with immunoassay of steroids from nipple aspirate fluid. MethodsX 2022; 9:101775. [PMID: 35855952 PMCID: PMC9287631 DOI: 10.1016/j.mex.2022.101775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 06/20/2022] [Indexed: 11/25/2022] Open
Abstract
Fractionation of steroids allows for multiple assays to be run on a single low volume liquid biopsy, whereas performing the same number of assays without fractionation would require increasing the sample volume by dilution, rendering the concentration of steroids below the level of detection for most, if not all, downstream assays. Briefly, steroids are extracted from a biofluid sample using solvent phase extraction to separate the aqueous (conjugated) steroids from the non-aqueous (non-conjugated) steroids in the organic phase. The latter is further separated by high-performance liquid chromatography (HPLC) and collected in an automated fraction collector based on the UV detection of internal standards. Commercially available immunoassays are then used to quantify the < ng/ml concentrations of steroids in each fraction. This protocol was designed for small samples of nipple aspirate fluid (minimum 2 µL), but it can be modified to fractionate steroids from homogenized solid tissue samples or other liquid biopsies. Included in this protocol are precautions to help ensure reproducibility and minimize matrix effects and other errors of measurement, given that samples requiring fractionation are fundamentally precious and, like other quantitative procedures of small samples, can be prone to contamination by solvent residues and other factors.The method permits quantitative analysis of multiple steroids from very small volumes of biofluid. Fractionation by HPLC provides a highly purified sample for quantification. The immunoassay end point provides specificity without expensive equipment.
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Jiwa N, Ezzat A, Holt J, Wijayatilake DS, Takats Z, Leff DR. Nipple aspirate fluid and its use for the early detection of breast cancer. Ann Med Surg (Lond) 2022; 77:103625. [PMID: 35638006 PMCID: PMC9142541 DOI: 10.1016/j.amsu.2022.103625] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 04/10/2022] [Accepted: 04/11/2022] [Indexed: 11/28/2022] Open
Abstract
Nipple aspirate fluid is the physiological biofluid lining ductal epithelial cells. Historically, cytology of nipple fluid has been the gold standard diagnostic method for assessment of ductal fluid in patients with symptomatic nipple discharge. The role of biomarker discovery in nipple aspirate fluid for assessment of asymptomatic and high-risk patients is highly attractive but evaluation to date is limited by poor diagnostic accuracy. However, the emergence of new technologies capable of identifying metabolites that have been previously thought unidentifiable within such small volumes of fluid, has enabled testing of nipple biofluid to be re-examined. This review evaluates the use of new technologies to evaluate the components of nipple fluid and their potential to serve as biomarkers in screening.
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Affiliation(s)
- Natasha Jiwa
- Department of Surgery and Cancer, St Marys Hospital, Praed Street, London, W2 1NY, UK
| | - Ahmed Ezzat
- Department of Surgery and Cancer, St Marys Hospital, Praed Street, London, W2 1NY, UK
| | | | | | - Zoltan Takats
- Imperial College London, South Kensington, Campus Exhibition Road, London, SW7 2AZ, UK
| | - Daniel Richard Leff
- Department of Surgery and Cancer, St Marys Hospital, Praed Street, London, W2 1NY, UK
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Chatterton RT. Functions of dehydroepiandrosterone in relation to breast cancer. Steroids 2022; 179:108970. [PMID: 35122788 DOI: 10.1016/j.steroids.2022.108970] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 01/17/2022] [Accepted: 01/31/2022] [Indexed: 11/20/2022]
Abstract
Although DHEA sulfate (DS) is the most abundant steroid in the circulation, breast fluid contains an approximately 80-fold greater concentration than serum. Transport of DS into cells requires organic anion transporting polypeptides (OATPs), which are specific for cell type, cell location, and substrate, but may have a broader specificity for housekeeping functions. Specific classes, which may be modified by soluble factors including neutral steroids, have been identified in the breast. After transport, DS may be cleaved to DHEA by ubiquitous sulfatases, which may be modified by the cell milieu, or DHEA may enter by diffusion. Synthesis from cholesterol does not occur because CYP17B12 and cytochrome b5 are lacking in breast tissues. Case-control studies reveal a positive association of serum DS with risk of breast cancer. The association is even greater with DHEA, particularly in postmenopausal women with HR + invasive tumors. Metabolites of DHEA, androstenedione and testosterone, are associated with breast cancer but DHEA is likely to have an independent role as well. Mechanisms by which DHEA may promote breast cancer relate to its effect in increasing circulating IGF-I, by inhibiting the suppressive effect of glucocorticoids, and by promoting retention of pre-adipocytes with aromatase activity. In addition, DHEA may interact with the G-protein coupled receptor GPER for stimulation of miR-21 and subsequent activation of the MAPK pathway. DHEA also has antitumor properties that relate to stimulation of immunity, suppression of inflammation, and elevation of adipose tissue adiponectin synthesis. The net effect may depend on the which factors predominate.
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Affiliation(s)
- Robert T Chatterton
- Department of Obstetrics and Gynecology and the Robert H Lurie Comprehensive Cancer Center of Northwestern, Northwestern University Feinberg Medical School. Chicago, IL 60911, USA.
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Lee O, Fought AJ, Shidfar A, Heinz RE, Kmiecik TE, Gann PH, Khan SA, Chatterton RT. Association of genetic polymorphisms with local steroid metabolism in human benign breasts. Steroids 2022; 177:108937. [PMID: 34762930 DOI: 10.1016/j.steroids.2021.108937] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2021] [Revised: 10/25/2021] [Accepted: 10/28/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE Although alterations of concentrations in circulating steroids have been linked to single nucleotide polymorphisms (SNPs) of steroidogenic enzymes, we hypothesized that SNPs of such enzymes located within the breast affect local steroid concentrations more than products of such SNPs absorbed from the circulation. METHODS Steroids (estradiol, estrone, testosterone, androstenedione, DHEA, DHEA sulfate, progesterone) in nipple aspirate fluid (NAF) were purified by HPLC and they along with serum steroids were quantified by immunoassays. Polymorphisms of the transporter SLCO2B1 and enzymes HSD3B1, CYP19A1, HSD17B12, AKR1C3, CYP1B1, and SRD5A1 were measured in white blood cell DNA. RESULTS Steroid concentrations in NAF of subjects with homozygous minor genotypes differed from those with heterozygotes, i.e., SLCO2B1 (rs2851069) decreased DHEAS (p = 0.04), HSD17B12 (rs11555762) increased estradiol (p < 0.004), and CYP1B1 (rs1056836) decreased estradiol (p = 0.017) and increased progesterone (p = 0.05). Also, in serum, CYP19A1 (rs10046 and rs700518) both decreased testosterone (p = 0.02) and SRD5A1 increased androstenedione (p = 0.006). Steroids in subjects with major homozygotes did not differ from those with heterozygotes indicating recessive characteristics. CONCLUSIONS In the breast, SNPs were associated with decreased uptake of DHEAS (SLCO2B1), increased estradiol concentrations through increased oxidoreductase activity (HSD17B12), or decreased estradiol concentrations by presumed formation of 4-hydroxyestradiol (CYP1B1). CYP19A1 was associated with decreased testosterone concentrations in serum but had no significant effect on estrogen or androgen concentrations within the breast. The hormone differences observed in NAF were not usually evident in serum, indicating the importance of assessing the effect of these SNPs within the breast.
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Affiliation(s)
- Oukseub Lee
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
| | - Angela J Fought
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
| | - Ali Shidfar
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Richard E Heinz
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
| | - Thomas E Kmiecik
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
| | - Peter H Gann
- Department of Pathology, University of Illinois College of Medicine, Chicago, IL 60612, USA.
| | - Seema A Khan
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
| | - Robert T Chatterton
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; Departments of Obstetrics/Gynecology, Physiology, and Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
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The Other Side of the Coin: May Androgens Have a Role in Breast Cancer Risk? Int J Mol Sci 2021; 23:ijms23010424. [PMID: 35008851 PMCID: PMC8745651 DOI: 10.3390/ijms23010424] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 12/24/2021] [Accepted: 12/29/2021] [Indexed: 12/15/2022] Open
Abstract
Breast cancer prevention is a major challenge worldwide. During the last few years, efforts have been made to identify molecular breast tissue factors that could be linked to an increased risk of developing the disease in healthy women. In this concern, steroid hormones and their receptors are key players since they are deeply involved in the growth, development and lifetime changes of the mammary gland and play a crucial role in breast cancer development and progression. In particular, androgens, by binding their own receptor, seem to exert a dichotomous effect, as they reduce cell proliferation in estrogen receptor α positive (ERα+) breast cancers while promoting tumour growth in the ERα negative ones. Despite this intricate role in cancer, very little is known about the impact of androgen receptor (AR)-mediated signalling on normal breast tissue and its correlation to breast cancer risk factors. Through an accurate collection of experimental and epidemiological studies, this review aims to elucidate whether androgens might influence the susceptibility for breast cancer. Moreover, the possibility to exploit the AR as a useful marker to predict the disease will be also evaluated.
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Tapia E, Villa-Guillen DE, Chalasani P, Centuori S, Roe DJ, Guillen-Rodriguez J, Huang C, Galons JP, Thomson CA, Altbach M, Trujillo J, Pinto L, Martinez JA, Algotar AM, Chow HHS. A randomized controlled trial of metformin in women with components of metabolic syndrome: intervention feasibility and effects on adiposity and breast density. Breast Cancer Res Treat 2021; 190:69-78. [PMID: 34383179 PMCID: PMC8560579 DOI: 10.1007/s10549-021-06355-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 08/06/2021] [Indexed: 12/12/2022]
Abstract
PURPOSE Obesity is a known risk factor for post-menopausal breast cancer and may increase risk for triple negative breast cancer in premenopausal women. Intervention strategies are clearly needed to reduce obesity-associated breast cancer risk. METHODS We conducted a Phase II double-blind, randomized, placebo-controlled trial of metformin in overweight/obese premenopausal women with components of metabolic syndrome to assess the potential of metformin for primary breast cancer prevention. Eligible participants were randomized to receive metformin (850 mg BID, n = 76) or placebo (n = 75) for 12 months. Outcomes included breast density, assessed by fat/water MRI with change in percent breast density as the primary endpoint, anthropometric measures, and intervention feasibility. RESULTS Seventy-six percent in the metformin arm and 83% in the placebo arm (p = 0.182) completed the 12-month intervention. Adherence to study agent was high with more than 80% of participants taking ≥ 80% assigned pills. The most common adverse events reported in the metformin arm were gastrointestinal in nature and subsided over time. Compared to placebo, metformin intervention led to a significant reduction in waist circumference (p < 0.001) and waist-to-hip ratio (p = 0.019). Compared to placebo, metformin did not change percent breast density and dense breast volume but led to a numerical but not significant decrease in non-dense breast volume (p = 0.070). CONCLUSION We conclude that metformin intervention resulted in favorable changes in anthropometric measures of adiposity and a borderline decrease in non-dense breast volume in women with metabolic dysregulation. More research is needed to understand the impact of metformin on breast cancer risk reduction. TRIAL REGISTRATION ClinicalTrials.gov NCT02028221. Registered January 7, 2014, https://clinicaltrials.gov/ct2/show/NCT02028221.
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Affiliation(s)
- Edgar Tapia
- University of Arizona Cancer Center, University of Arizona, 1515 N Campbell Ave, Tucson, AZ, 85724, USA
| | | | - Pavani Chalasani
- University of Arizona Cancer Center, University of Arizona, 1515 N Campbell Ave, Tucson, AZ, 85724, USA
- Department of Medicine, University of Arizona, Tucson, AZ, USA
| | - Sara Centuori
- University of Arizona Cancer Center, University of Arizona, 1515 N Campbell Ave, Tucson, AZ, 85724, USA
- Department of Medicine, University of Arizona, Tucson, AZ, USA
| | - Denise J Roe
- University of Arizona Cancer Center, University of Arizona, 1515 N Campbell Ave, Tucson, AZ, 85724, USA
- Department of Epidemiology and Biostatistics, University of Arizona, Tucson, AZ, USA
| | - Jose Guillen-Rodriguez
- University of Arizona Cancer Center, University of Arizona, 1515 N Campbell Ave, Tucson, AZ, 85724, USA
| | - Chuan Huang
- Department of Radiology, Stony Brook University, Stony Brook, NY, USA
| | - Jean-Phillippe Galons
- University of Arizona Cancer Center, University of Arizona, 1515 N Campbell Ave, Tucson, AZ, 85724, USA
- Department of Medical Imaging, University of Arizona, Tucson, AZ, USA
| | - Cynthia A Thomson
- University of Arizona Cancer Center, University of Arizona, 1515 N Campbell Ave, Tucson, AZ, 85724, USA
- Department of Health Promotion Sciences, University of Arizona, Tucson, AZ, USA
| | - Maria Altbach
- University of Arizona Cancer Center, University of Arizona, 1515 N Campbell Ave, Tucson, AZ, 85724, USA
- Department of Medical Imaging, University of Arizona, Tucson, AZ, USA
| | - Jesse Trujillo
- University of Arizona Cancer Center, University of Arizona, 1515 N Campbell Ave, Tucson, AZ, 85724, USA
| | - Liane Pinto
- University of Arizona Cancer Center, University of Arizona, 1515 N Campbell Ave, Tucson, AZ, 85724, USA
| | - Jessica A Martinez
- University of Arizona Cancer Center, University of Arizona, 1515 N Campbell Ave, Tucson, AZ, 85724, USA
- Department of Nutritional Sciences, University of Arizona, Tucson, AZ, USA
| | - Amit M Algotar
- University of Arizona Cancer Center, University of Arizona, 1515 N Campbell Ave, Tucson, AZ, 85724, USA
- Department of Family and Community Medicine, University of Arizona, Tucson, AZ, USA
| | - H-H Sherry Chow
- University of Arizona Cancer Center, University of Arizona, 1515 N Campbell Ave, Tucson, AZ, 85724, USA.
- Department of Medicine, University of Arizona, Tucson, AZ, USA.
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High-Throughput Proteomic Profiling of Nipple Aspirate Fluid from Breast Cancer Patients Compared with Non-Cancer Controls: A Step Closer to Clinical Feasibility. J Clin Med 2021; 10:jcm10112243. [PMID: 34064148 PMCID: PMC8196703 DOI: 10.3390/jcm10112243] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 05/16/2021] [Accepted: 05/19/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Early detection of breast cancer (BC) is critical for increasing survival rates. However, current imaging approaches can provide ambiguous results, requiring invasive tissue biopsy for a definitive diagnosis. Multi-dimensional mass spectrometric analysis has highlighted the invaluable potential of nipple aspirate fluid (NAF) as a non-invasive source of early detection biomarkers, by identifying a multitude of proteins representative of the changing breast microenvironment. However, technical challenges with biomarker validation in large cohorts remain due to low sample throughput, impeding progress towards clinical utility. Rather, by employing a high-throughput method, that is more practicable for clinical utility, perturbations of the most abundant NAF proteins in BC patients compared with non-cancer (NC) controls could be monitored and validated in larger groups. METHOD We characterized matched NAF pairs from BC (n = 9) and NC (n = 4) volunteers, using a rapid one dimensional liquid chromatography-mass spectrometry (1D LC-MS/MS) approach. RESULTS Overall, 198 proteins were relatively quantified, of which 40 were significantly differentiated in BC samples, compared with NC (p ≤ 0.05), with 26 upregulated and 14 downregulated. An imbalance in immune response and proteins regulating cell growth, maintenance and communication were identified. CONCLUSIONS Our findings show 1D LC-MS/MS can quantify changes reflected in the NAF proteome associated with breast cancer development.
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Li J, Guan X, Fan Z, Ching LM, Li Y, Wang X, Cao WM, Liu DX. Non-Invasive Biomarkers for Early Detection of Breast Cancer. Cancers (Basel) 2020; 12:E2767. [PMID: 32992445 PMCID: PMC7601650 DOI: 10.3390/cancers12102767] [Citation(s) in RCA: 85] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 09/23/2020] [Accepted: 09/24/2020] [Indexed: 12/24/2022] Open
Abstract
Breast cancer is the most common cancer in women worldwide. Accurate early diagnosis of breast cancer is critical in the management of the disease. Although mammogram screening has been widely used for breast cancer screening, high false-positive and false-negative rates and radiation from mammography have always been a concern. Over the last 20 years, the emergence of "omics" strategies has resulted in significant advances in the search for non-invasive biomarkers for breast cancer diagnosis at an early stage. Circulating carcinoma antigens, circulating tumor cells, circulating cell-free tumor nucleic acids (DNA or RNA), circulating microRNAs, and circulating extracellular vesicles in the peripheral blood, nipple aspirate fluid, sweat, urine, and tears, as well as volatile organic compounds in the breath, have emerged as potential non-invasive diagnostic biomarkers to supplement current clinical approaches to earlier detection of breast cancer. In this review, we summarize the current progress of research in these areas.
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Affiliation(s)
- Jiawei Li
- The Centre for Biomedical and Chemical Sciences, School of Science, Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland 1010, New Zealand; (J.L.); (X.G.); (Y.L.)
| | - Xin Guan
- The Centre for Biomedical and Chemical Sciences, School of Science, Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland 1010, New Zealand; (J.L.); (X.G.); (Y.L.)
- Department of Breast Surgery, the First Hospital of Jilin University, Jilin University, Changchun 130021, China;
| | - Zhimin Fan
- Department of Breast Surgery, the First Hospital of Jilin University, Jilin University, Changchun 130021, China;
| | - Lai-Ming Ching
- Auckland Cancer Society Research Centre, Faculty of Medical and Health Sciences, University of Auckland, Auckland 1023, New Zealand;
| | - Yan Li
- The Centre for Biomedical and Chemical Sciences, School of Science, Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland 1010, New Zealand; (J.L.); (X.G.); (Y.L.)
| | - Xiaojia Wang
- Department of Breast Medical Oncology, Cancer Hospital of the University of Chinese Academy of Sciences, Zhejiang Cancer Hospital & Institute of Cancer and Basic Medicine (IBMC), Chinese Academy of Sciences, Hangzhou 310022, China;
| | - Wen-Ming Cao
- Department of Breast Medical Oncology, Cancer Hospital of the University of Chinese Academy of Sciences, Zhejiang Cancer Hospital & Institute of Cancer and Basic Medicine (IBMC), Chinese Academy of Sciences, Hangzhou 310022, China;
| | - Dong-Xu Liu
- The Centre for Biomedical and Chemical Sciences, School of Science, Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland 1010, New Zealand; (J.L.); (X.G.); (Y.L.)
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Lee O, Heinz RE, Ivancic D, Muzzio M, Chatterton RT, Zalles CM, Keeney K, Phan B, Liu D, Scholtens D, Fackler MJ, Stearns V, Sukumar S, Khan SA. Breast Hormone Concentrations in Random Fine-Needle Aspirates of Healthy Women Associate with Cytological Atypia and Gene Methylation. Cancer Prev Res (Phila) 2018; 11:557-568. [PMID: 29954758 DOI: 10.1158/1940-6207.capr-17-0323] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Revised: 01/31/2018] [Accepted: 06/13/2018] [Indexed: 11/16/2022]
Abstract
Sex steroid hormones contribute to breast cancer development, but data on concentrations of these within breast tissue are limited. We performed simultaneous multiparameter measurement of breast sex steroids, breast epithelial cytology, and DNA methylation in 119 healthy women (54 pre- and 65 postmenopausal) without a history of breast cancer. Random fine-needle aspiration (rFNA) of the breast was performed simultaneously with blood collection. Breast samples were analyzed by LC/MS-MS for estrone, estradiol, progesterone, androstenedione, and testosterone. Blood samples were assayed for estradiol and progesterone by immunoassay. Cytomorphology was classified using the Masood Score, and DNA methylation of eight genes was analyzed using quantitative multiplexed methylation-specific PCR, and expressed as the cumulative methylation index (CMI). Serum and breast concentrations of estradiol and progesterone showed significant correlation (Spearman r = 0.34, Padj = 0.001 and r = 0.69, Padj < 0.0006, respectively). Progesterone concentration was significantly higher in the premenopausal breast (Padj < 0.0008), and showed a luteal surge. Breast estrone and estradiol concentrations did not differ significantly by menopause, but androstenedione concentration was higher in the breasts of postmenopausal women (P = 0.026 and Padj = 0.208). Breast androgens were significantly correlated with breast density (Spearman r = 0.27, Padj = 0.02 for testosterone) and CMI (Spearman r = 0.3, Padj = 0.038 for androstenedione). Our data indicate that future larger studies of breast steroid hormones along with other parameters are feasible. Significant associations of breast androgen concentrations with breast density and gene methylation warrant future study. Cancer Prev Res; 11(9); 557-68. ©2018 AACR.
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Affiliation(s)
- Oukseub Lee
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Richard E Heinz
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - David Ivancic
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Miguel Muzzio
- Illinois Institute of Technology Research Institute, Chicago, Illinois
| | - Robert T Chatterton
- Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Department of Physiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | - Kara Keeney
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Belinda Phan
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Dachao Liu
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Denise Scholtens
- Preventive Medicine of Northwestern University, Chicago, Illinois
| | - Mary Jo Fackler
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Vered Stearns
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Saraswati Sukumar
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Seema A Khan
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
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