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Published in: Breast Cancer Research 1/2016

Open Access 01-12-2016 | Research article

Increased peri-ductal collagen micro-organization may contribute to raised mammographic density

Authors: James C. McConnell, Oliver V. O’Connell, Keith Brennan, Lisa Weiping, Miles Howe, Leena Joseph, David Knight, Ronan O’Cualain, Yit Lim, Angela Leek, Rachael Waddington, Jane Rogan, Susan M. Astley, Ashu Gandhi, Cliona C. Kirwan, Michael J. Sherratt, Charles H. Streuli

Published in: Breast Cancer Research | Issue 1/2016

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Abstract

Background

High mammographic density is a therapeutically modifiable risk factor for breast cancer. Although mammographic density is correlated with the relative abundance of collagen-rich fibroglandular tissue, the causative mechanisms, associated structural remodelling and mechanical consequences remain poorly defined. In this study we have developed a new collaborative bedside-to-bench workflow to determine the relationship between mammographic density, collagen abundance and alignment, tissue stiffness and the expression of extracellular matrix organising proteins.

Methods

Mammographic density was assessed in 22 post-menopausal women (aged 54–66 y). A radiologist and a pathologist identified and excised regions of elevated non-cancerous X-ray density prior to laboratory characterization. Collagen abundance was determined by both Masson’s trichrome and Picrosirius red staining (which enhances collagen birefringence when viewed under polarised light). The structural specificity of these collagen visualisation methods was determined by comparing the relative birefringence and ultrastructure (visualised by atomic force microscopy) of unaligned collagen I fibrils in reconstituted gels with the highly aligned collagen fibrils in rat tail tendon. Localised collagen fibril organisation and stiffness was also evaluated in tissue sections by atomic force microscopy/spectroscopy and the abundance of key extracellular proteins was assessed using mass spectrometry.

Results

Mammographic density was positively correlated with the abundance of aligned periductal fibrils rather than with the abundance of amorphous collagen. Compared with matched tissue resected from the breasts of low mammographic density patients, the highly birefringent tissue in mammographically dense breasts was both significantly stiffer and characterised by large (>80 μm long) fibrillar collagen bundles. Subsequent proteomic analyses not only confirmed the absence of collagen fibrosis in high mammographic density tissue, but additionally identified the up-regulation of periostin and collagen XVI (regulators of collagen fibril structure and architecture) as potential mediators of localised mechanical stiffness.

Conclusions

These preliminary data suggest that remodelling, and hence stiffening, of the existing stromal collagen microarchitecture promotes high mammographic density within the breast. In turn, this aberrant mechanical environment may trigger neoplasia-associated mechanotransduction pathways within the epithelial cell population.
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Literature
5.
go back to reference Cuzick J, Warwick J, Pinney E, Duffy SW, Cawthorn S, Howell A, et al. Tamoxifen-induced reduction in mammographic density and breast cancer risk reduction: a nested case–control study. J Natl Cancer Inst. 2011;103(9):744–52. doi:10.1093/jnci/djr079.CrossRefPubMed Cuzick J, Warwick J, Pinney E, Duffy SW, Cawthorn S, Howell A, et al. Tamoxifen-induced reduction in mammographic density and breast cancer risk reduction: a nested case–control study. J Natl Cancer Inst. 2011;103(9):744–52. doi:10.​1093/​jnci/​djr079.CrossRefPubMed
9.
go back to reference Lee NA, Rusinek H, Weinreb J, Chandra R, Toth H, Singer C, et al. Fatty and fibroglandular tissue volumes in the breasts of women 20–83 years old: comparison of X-ray mammography and computer-assisted MR imaging. Am J Roentgenol. 1997;168(2):501–6. doi:10.2214/ajr.168.2.9016235.CrossRef Lee NA, Rusinek H, Weinreb J, Chandra R, Toth H, Singer C, et al. Fatty and fibroglandular tissue volumes in the breasts of women 20–83 years old: comparison of X-ray mammography and computer-assisted MR imaging. Am J Roentgenol. 1997;168(2):501–6. doi:10.​2214/​ajr.​168.​2.​9016235.CrossRef
11.
go back to reference Lin SJ, Cawson J, Hill P, Haviv I, Jenkins M, Hopper JL, et al. Image-guided sampling reveals increased stroma and lower glandular complexity in mammographically dense breast tissue. Breast Cancer Res Treat. 2011;128(2):505–16. doi:10.1007/s10549-011-1346-0.CrossRefPubMed Lin SJ, Cawson J, Hill P, Haviv I, Jenkins M, Hopper JL, et al. Image-guided sampling reveals increased stroma and lower glandular complexity in mammographically dense breast tissue. Breast Cancer Res Treat. 2011;128(2):505–16. doi:10.​1007/​s10549-011-1346-0.CrossRefPubMed
12.
14.
go back to reference Bancroft JD, Gamble M. Theory and practice of histological techniques. Edinburgh, UK: Elsevier Health Sciences; 2008. Bancroft JD, Gamble M. Theory and practice of histological techniques. Edinburgh, UK: Elsevier Health Sciences; 2008.
15.
go back to reference Gnerlich JL, Yao KA, Fitchev PS, Goldschmidt RA, Bond MC, Cornwell M, et al. Peritumoral expression of adipokines and fatty acids in breast cancer. Ann Surg Oncol. 2013;20(S3):731–8. doi:10.1245/s10434-013-3274-1.CrossRef Gnerlich JL, Yao KA, Fitchev PS, Goldschmidt RA, Bond MC, Cornwell M, et al. Peritumoral expression of adipokines and fatty acids in breast cancer. Ann Surg Oncol. 2013;20(S3):731–8. doi:10.​1245/​s10434-013-3274-1.CrossRef
17.
18.
19.
go back to reference Highnam R, Brady M, Yaffe MJ, Karssemeijer N, Harvey J. Robust breast composition measurement- Volpara(TM). In: Digital Mammography. Germany: Springer Berlin Heidelberg; 2010. p. 342-9.doi:10.1186/s13058-015-0664-2 Highnam R, Brady M, Yaffe MJ, Karssemeijer N, Harvey J. Robust breast composition measurement- Volpara(TM). In: Digital Mammography. Germany: Springer Berlin Heidelberg; 2010. p. 342-9.doi:10.​1186/​s13058-015-0664-2
22.
23.
go back to reference Abraham BK, Fritz P, McClellan M, Hauptvogel P, Athelogou M, Brauch H. Prevalence of CD44+/CD24-/low cells in breast cancer may not be associated with clinical outcome but may favor distant metastasis. Clin Cancer Res. 2005;11(3):1154–9.PubMed Abraham BK, Fritz P, McClellan M, Hauptvogel P, Athelogou M, Brauch H. Prevalence of CD44+/CD24-/low cells in breast cancer may not be associated with clinical outcome but may favor distant metastasis. Clin Cancer Res. 2005;11(3):1154–9.PubMed
25.
go back to reference Junqueira LCU, Bignolas G, Brentani RR. Picrosirius staining plus polarization microscopy, a specific method for collagen detection in tissue sections. Histochem J. 1979;11(4):447–55. doi:10.1007/bf01002772.CrossRefPubMed Junqueira LCU, Bignolas G, Brentani RR. Picrosirius staining plus polarization microscopy, a specific method for collagen detection in tissue sections. Histochem J. 1979;11(4):447–55. doi:10.​1007/​bf01002772.CrossRefPubMed
27.
go back to reference Graham HK, Trafford AW. Spatial disruption and enhanced degradation of collagen with the transition from compensated ventricular hypertrophy to symptomatic congestive heart failure. Am J Physiol Heart Circ Physiol. 2006;292(3):H1364–H72. doi:10.1152/ajpheart.00355.2006.CrossRefPubMed Graham HK, Trafford AW. Spatial disruption and enhanced degradation of collagen with the transition from compensated ventricular hypertrophy to symptomatic congestive heart failure. Am J Physiol Heart Circ Physiol. 2006;292(3):H1364–H72. doi:10.​1152/​ajpheart.​00355.​2006.CrossRefPubMed
29.
go back to reference Salchert K, Streller U, Pompe T, Herold N, Grimmer M, Werner C. In vitro reconstitution of fibrillar collagen type I assemblies at reactive polymer surfaces. Biomacromolecules. 2004;5(4):1340–50. doi:10.1021/bm0499031.CrossRefPubMed Salchert K, Streller U, Pompe T, Herold N, Grimmer M, Werner C. In vitro reconstitution of fibrillar collagen type I assemblies at reactive polymer surfaces. Biomacromolecules. 2004;5(4):1340–50. doi:10.​1021/​bm0499031.CrossRefPubMed
32.
38.
go back to reference Wei SC, Fattet L, Tsai JH, Guo Y, Pai VH, Majeski HE, et al. Matrix stiffness drives epithelial–mesenchymal transition and tumour metastasis through a TWIST1–G3BP2 mechanotransduction pathway. Nat Cell Biol. 2015;17(5):678–88. doi:10.1038/ncb3157.CrossRefPubMedPubMedCentral Wei SC, Fattet L, Tsai JH, Guo Y, Pai VH, Majeski HE, et al. Matrix stiffness drives epithelial–mesenchymal transition and tumour metastasis through a TWIST1–G3BP2 mechanotransduction pathway. Nat Cell Biol. 2015;17(5):678–88. doi:10.​1038/​ncb3157.CrossRefPubMedPubMedCentral
40.
go back to reference Wallace JM, Harding C, Kemp A. Effects of Hydration on Nanoscale Structural Morphology and Mechanics of Individual Type I Collagen Fibrils. MRS Proc. 2012;1465. doi:10.1557/opl.2012.926 Wallace JM, Harding C, Kemp A. Effects of Hydration on Nanoscale Structural Morphology and Mechanics of Individual Type I Collagen Fibrils. MRS Proc. 2012;1465. doi:10.1557/opl.2012.926
42.
go back to reference Birk DE, Brückner P. Collagens, suprastructures, and collagen fibril assembly. The Extracellular Matrix: an Overview. Germany: Springer Berlin Heidelberg; 2011. p. 77-115. Birk DE, Brückner P. Collagens, suprastructures, and collagen fibril assembly. The Extracellular Matrix: an Overview. Germany: Springer Berlin Heidelberg; 2011. p. 77-115.
48.
go back to reference Zhang G, Ezura Y, Chervoneva I, Robinson PS, Beason DP, Carine ET, et al. Decorin regulates assembly of collagen fibrils and acquisition of biomechanical properties during tendon development. J Cell Biochem. 2006;98(6):1436–49. doi:10.1002/jcb.20776.CrossRefPubMed Zhang G, Ezura Y, Chervoneva I, Robinson PS, Beason DP, Carine ET, et al. Decorin regulates assembly of collagen fibrils and acquisition of biomechanical properties during tendon development. J Cell Biochem. 2006;98(6):1436–49. doi:10.​1002/​jcb.​20776.CrossRefPubMed
52.
go back to reference Tabata C, Hongo H, Sasaki M, Hasegawa T, de Freitas PH, Yamada T, et al. Altered distribution of extracellular matrix proteins in the periodontal ligament of periostin-deficient mice. Histol Histopathol. 2014;29(6):731–42.PubMed Tabata C, Hongo H, Sasaki M, Hasegawa T, de Freitas PH, Yamada T, et al. Altered distribution of extracellular matrix proteins in the periodontal ligament of periostin-deficient mice. Histol Histopathol. 2014;29(6):731–42.PubMed
53.
54.
go back to reference Scott FL, Hirst CE, Sun J, Bird CH, Bottomley SP, Bird PI. The intracellular serpin proteinase inhibitor 6 is expressed in monocytes and granulocytes and is a potent inhibitor of the azurophilic granule protease, cathepsin G. Blood. 1999;93(6):2089–97.PubMed Scott FL, Hirst CE, Sun J, Bird CH, Bottomley SP, Bird PI. The intracellular serpin proteinase inhibitor 6 is expressed in monocytes and granulocytes and is a potent inhibitor of the azurophilic granule protease, cathepsin G. Blood. 1999;93(6):2089–97.PubMed
56.
go back to reference Bauer R, Ratzinger S, Wales L, Bosserhoff A, Senner V, Grifka J, et al. Inhibition of collagen XVI expression reduces glioma cell invasiveness. Cell Physiol Biochem. 2011;27(3–4):217–26. doi:10.1159/000327947.CrossRefPubMed Bauer R, Ratzinger S, Wales L, Bosserhoff A, Senner V, Grifka J, et al. Inhibition of collagen XVI expression reduces glioma cell invasiveness. Cell Physiol Biochem. 2011;27(3–4):217–26. doi:10.​1159/​000327947.CrossRefPubMed
59.
60.
go back to reference Malanchi I, Santamaria-Martínez A, Susanto E, Peng H, Lehr H-A, Delaloye J-F, et al. Interactions between cancer stem cells and their niche govern metastatic colonization. Nature. 2011;481(7379):85–9. doi:10.1038/nature10694.CrossRefPubMed Malanchi I, Santamaria-Martínez A, Susanto E, Peng H, Lehr H-A, Delaloye J-F, et al. Interactions between cancer stem cells and their niche govern metastatic colonization. Nature. 2011;481(7379):85–9. doi:10.​1038/​nature10694.CrossRefPubMed
65.
go back to reference Balbin M, Freije JM, Fueyo A, Sanchez LM, Lopez-Otin C. Apolipoprotein D is the major protein component in cyst fluid from women with human breast gross cystic disease. Biochem J. 1990;271(3):803–7.CrossRefPubMedPubMedCentral Balbin M, Freije JM, Fueyo A, Sanchez LM, Lopez-Otin C. Apolipoprotein D is the major protein component in cyst fluid from women with human breast gross cystic disease. Biochem J. 1990;271(3):803–7.CrossRefPubMedPubMedCentral
66.
71.
go back to reference Hale LP, Price DT, Sanchez LM, Demark-Wahnefried W, Madden JF. Zinc alpha-2-glycoprotein is expressed by malignant prostatic epithelium and may serve as a potential serum marker for prostate cancer. Clin Cancer Res. 2001;7(4):846–53.PubMed Hale LP, Price DT, Sanchez LM, Demark-Wahnefried W, Madden JF. Zinc alpha-2-glycoprotein is expressed by malignant prostatic epithelium and may serve as a potential serum marker for prostate cancer. Clin Cancer Res. 2001;7(4):846–53.PubMed
74.
75.
go back to reference Koike A, Arai S, Yamada S, Nagae A, Saita N, Itoh H, et al. Dynamic mobility of immunological cells expressing S100A8 and S100A9 in vivo: a variety of functional roles of the two proteins as regulators in acute inflammatory reaction. Inflammation. 2011;35(2):409–19. doi:10.1007/s10753-011-9330-8.CrossRef Koike A, Arai S, Yamada S, Nagae A, Saita N, Itoh H, et al. Dynamic mobility of immunological cells expressing S100A8 and S100A9 in vivo: a variety of functional roles of the two proteins as regulators in acute inflammatory reaction. Inflammation. 2011;35(2):409–19. doi:10.​1007/​s10753-011-9330-8.CrossRef
77.
go back to reference Drews-Elger K, Iorns E, Dias A, Miller P, Ward TM, Dean S, et al. Infiltrating S100A8+ myeloid cells promote metastatic spread of human breast cancer and predict poor clinical outcome. Breast Cancer Res Treat. 2014;148(1):41–59. doi:10.1007/s10549-014-3122-4.CrossRefPubMed Drews-Elger K, Iorns E, Dias A, Miller P, Ward TM, Dean S, et al. Infiltrating S100A8+ myeloid cells promote metastatic spread of human breast cancer and predict poor clinical outcome. Breast Cancer Res Treat. 2014;148(1):41–59. doi:10.​1007/​s10549-014-3122-4.CrossRefPubMed
78.
go back to reference Ehrchen JM, Sunderkotter C, Foell D, Vogl T, Roth J. The endogenous Toll-like receptor 4 agonist S100A8/S100A9 (calprotectin) as innate amplifier of infection, autoimmunity, and cancer. J Leukoc Biol. 2009;86(3):557–66. doi:10.1189/jlb.1008647.CrossRefPubMed Ehrchen JM, Sunderkotter C, Foell D, Vogl T, Roth J. The endogenous Toll-like receptor 4 agonist S100A8/S100A9 (calprotectin) as innate amplifier of infection, autoimmunity, and cancer. J Leukoc Biol. 2009;86(3):557–66. doi:10.​1189/​jlb.​1008647.CrossRefPubMed
80.
81.
go back to reference Prizment AE, Folsom AR, Dreyfus J, Anderson KE, Visvanathan K, Joshu CE, et al. Plasma C-reactive protein, genetic risk score, and risk of common cancers in the Atherosclerosis Risk in Communities study. Cancer Causes Control. 2013;24(12):2077–87. doi:10.1007/s10552-013-0285-y.CrossRefPubMed Prizment AE, Folsom AR, Dreyfus J, Anderson KE, Visvanathan K, Joshu CE, et al. Plasma C-reactive protein, genetic risk score, and risk of common cancers in the Atherosclerosis Risk in Communities study. Cancer Causes Control. 2013;24(12):2077–87. doi:10.​1007/​s10552-013-0285-y.CrossRefPubMed
83.
86.
go back to reference His M, Zelek L, Deschasaux M, Pouchieu C, Kesse-Guyot E, Hercberg S, et al. Prospective associations between serum biomarkers of lipid metabolism and overall, breast and prostate cancer risk. Eur J Epidemiol. 2014;29(2):119–32. doi:10.1007/s10654-014-9884-5.CrossRefPubMed His M, Zelek L, Deschasaux M, Pouchieu C, Kesse-Guyot E, Hercberg S, et al. Prospective associations between serum biomarkers of lipid metabolism and overall, breast and prostate cancer risk. Eur J Epidemiol. 2014;29(2):119–32. doi:10.​1007/​s10654-014-9884-5.CrossRefPubMed
88.
go back to reference Custodio A, López-Farré AJ, Zamorano-León JJ, Mateos-Cáceres PJ, Macaya C, Caldés T, et al. Changes in the expression of plasma proteins associated with thrombosis in BRCA1 mutation carriers. J Cancer Res Clin Oncol. 2012;138(5):867–75. doi:10.1007/s00432-012-1161-y.CrossRefPubMed Custodio A, López-Farré AJ, Zamorano-León JJ, Mateos-Cáceres PJ, Macaya C, Caldés T, et al. Changes in the expression of plasma proteins associated with thrombosis in BRCA1 mutation carriers. J Cancer Res Clin Oncol. 2012;138(5):867–75. doi:10.​1007/​s00432-012-1161-y.CrossRefPubMed
90.
go back to reference Sweers KK, Van Der Werf KO, Bennink ML, Subramaniam V. Spatially resolved frequency-dependent elasticity measured with pulsed force microscopy and nanoindentation. Nanoscale. 2012;4:2072–7.CrossRefPubMed Sweers KK, Van Der Werf KO, Bennink ML, Subramaniam V. Spatially resolved frequency-dependent elasticity measured with pulsed force microscopy and nanoindentation. Nanoscale. 2012;4:2072–7.CrossRefPubMed
91.
go back to reference Young TJ, Monclus MA, Burnett TL, Broughton WR, Ogin SL, Smith PA. The use of the PeakForceTM quantitative nanomechanical mapping AFM-based method for high-resolution Young’s modulus measurement of polymers. Meas Sci Technol. 2011;22(12):125703.CrossRef Young TJ, Monclus MA, Burnett TL, Broughton WR, Ogin SL, Smith PA. The use of the PeakForceTM quantitative nanomechanical mapping AFM-based method for high-resolution Young’s modulus measurement of polymers. Meas Sci Technol. 2011;22(12):125703.CrossRef
92.
go back to reference Acerbi IR, Cassereau L, Dean I, Shi Q, Au A, Park C, et aL. Human breast cancer invasion and aggression correlates with ECM stiffening and immune cell infiltration. Integrative Biol. 2015;7:1120-34. Acerbi IR, Cassereau L, Dean I, Shi Q, Au A, Park C, et aL. Human breast cancer invasion and aggression correlates with ECM stiffening and immune cell infiltration. Integrative Biol. 2015;7:1120-34.
93.
go back to reference Plodinec M, Loparic M, Monnier CA, Obermann EC, Zanetti-Dallenbach R, Oertle P, et al. The nanomechanical signature of breast cancer. Nat Nanotechnol. 2012;7(11):757-65. Plodinec M, Loparic M, Monnier CA, Obermann EC, Zanetti-Dallenbach R, Oertle P, et al. The nanomechanical signature of breast cancer. Nat Nanotechnol. 2012;7(11):757-65.
94.
go back to reference MacKay JL, Kumar S. Measuring the elastic properties of living cells with atomic force microscopy indentation. In: Cell Imaging Techniques. New York City, NY, USA: Humana Press; 2015. p. 313-29. MacKay JL, Kumar S. Measuring the elastic properties of living cells with atomic force microscopy indentation. In: Cell Imaging Techniques. New York City, NY, USA: Humana Press; 2015. p. 313-29.
95.
go back to reference McKee CT, Last JA, Russell P, Murphy CJ. Indentation versus tensile measurements of Young’s modulus for soft biological tissues. Tissue Eng B Rev. 2011;17(3):155–64.CrossRef McKee CT, Last JA, Russell P, Murphy CJ. Indentation versus tensile measurements of Young’s modulus for soft biological tissues. Tissue Eng B Rev. 2011;17(3):155–64.CrossRef
96.
go back to reference Dias J, Ziebarth NM. Viscoelastic characterization of the corneal stroma assessed Ex vivo using atomic force microscopy. Invest Ophthalmol Vis Sci. 2014;55(13):3708–8. Dias J, Ziebarth NM. Viscoelastic characterization of the corneal stroma assessed Ex vivo using atomic force microscopy. Invest Ophthalmol Vis Sci. 2014;55(13):3708–8.
97.
go back to reference Chang YR, Raghunathan VK, Garland SP, Morgan JT, Russell P, Murphy CJ. Automated AFM force curve analysis for determining elastic modulus of biomaterials and biological samples. J Mech Behav Biomed Mater. 2014;37:209–18.CrossRefPubMedPubMedCentral Chang YR, Raghunathan VK, Garland SP, Morgan JT, Russell P, Murphy CJ. Automated AFM force curve analysis for determining elastic modulus of biomaterials and biological samples. J Mech Behav Biomed Mater. 2014;37:209–18.CrossRefPubMedPubMedCentral
98.
99.
go back to reference Grant CA, Twigg PC, Tobin DJ. Static and dynamic nanomechanical properties of human skin tissue using atomic force microscopy: effect of scarring in the upper dermis. Acta Biomater. 2012;8(11):4123–9.CrossRefPubMed Grant CA, Twigg PC, Tobin DJ. Static and dynamic nanomechanical properties of human skin tissue using atomic force microscopy: effect of scarring in the upper dermis. Acta Biomater. 2012;8(11):4123–9.CrossRefPubMed
102.
go back to reference O'Brien JH, Vanderlinden LA, Schedin PJ, Hansen KC. Rat mammary extracellular matrix composition and response to ibuprofen treatment during postpartum involution by differential GeLC-MS/MS analysis. J Proteome Res. 2012;11(10):4894–905. doi:10.1021/pr3003744. Epub 2012 Aug 30.CrossRefPubMedPubMedCentral O'Brien JH, Vanderlinden LA, Schedin PJ, Hansen KC. Rat mammary extracellular matrix composition and response to ibuprofen treatment during postpartum involution by differential GeLC-MS/MS analysis. J Proteome Res. 2012;11(10):4894–905. doi:10.​1021/​pr3003744. Epub 2012 Aug 30.CrossRefPubMedPubMedCentral
105.
go back to reference Rezakhaniha R, Agianniotis A, Schrauwen JT, Griffa A, Sage D, Bouten CV, et al. Experimental investigation of collagen waviness and orientation in the arterial adventitia using confocal laser scanning microscopy. Biomech Model Mechanobiol. 2012;11(3–4):461–73. doi:10.1007/s10237-011-0325-z. Epub 2011 Jul 10.CrossRefPubMed Rezakhaniha R, Agianniotis A, Schrauwen JT, Griffa A, Sage D, Bouten CV, et al. Experimental investigation of collagen waviness and orientation in the arterial adventitia using confocal laser scanning microscopy. Biomech Model Mechanobiol. 2012;11(3–4):461–73. doi:10.​1007/​s10237-011-0325-z. Epub 2011 Jul 10.CrossRefPubMed
106.
go back to reference Naba A, Clauser KR, Hoersch S, Liu H, Carr SA, Hynes RO. The matrisome: in silico definition and in vivo characterization by proteomics of normal and tumor extracellular matrices. Mol Cell Proteomics. 2011;11:mcp-M111. Naba A, Clauser KR, Hoersch S, Liu H, Carr SA, Hynes RO. The matrisome: in silico definition and in vivo characterization by proteomics of normal and tumor extracellular matrices. Mol Cell Proteomics. 2011;11:mcp-M111.
Metadata
Title
Increased peri-ductal collagen micro-organization may contribute to raised mammographic density
Authors
James C. McConnell
Oliver V. O’Connell
Keith Brennan
Lisa Weiping
Miles Howe
Leena Joseph
David Knight
Ronan O’Cualain
Yit Lim
Angela Leek
Rachael Waddington
Jane Rogan
Susan M. Astley
Ashu Gandhi
Cliona C. Kirwan
Michael J. Sherratt
Charles H. Streuli
Publication date
01-12-2016
Publisher
BioMed Central
Published in
Breast Cancer Research / Issue 1/2016
Electronic ISSN: 1465-542X
DOI
https://doi.org/10.1186/s13058-015-0664-2

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