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Published in: BMC Medicine 1/2008

Open Access 01-12-2008 | Research article

Collagen density promotes mammary tumor initiation and progression

Authors: Paolo P Provenzano, David R Inman, Kevin W Eliceiri, Justin G Knittel, Long Yan, Curtis T Rueden, John G White, Patricia J Keely

Published in: BMC Medicine | Issue 1/2008

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Abstract

Background

Mammographically dense breast tissue is one of the greatest risk factors for developing breast carcinoma. Despite the strong clinical correlation, breast density has not been causally linked to tumorigenesis, largely because no animal model has existed for studying breast tissue density. Importantly, regions of high breast density are associated with increased stromal collagen. Thus, the influence of the extracellular matrix on breast carcinoma development and the underlying molecular mechanisms are not understood.

Methods

To study the effects of collagen density on mammary tumor formation and progression, we utilized a bi-transgenic tumor model with increased stromal collagen in mouse mammary tissue. Imaging of the tumors and tumor-stromal interface in live tumor tissue was performed with multiphoton laser-scanning microscopy to generate multiphoton excitation and spectrally resolved fluorescent lifetimes of endogenous fluorophores. Second harmonic generation was utilized to image stromal collagen.

Results

Herein we demonstrate that increased stromal collagen in mouse mammary tissue significantly increases tumor formation approximately three-fold (p < 0.00001) and results in a significantly more invasive phenotype with approximately three times more lung metastasis (p < 0.05). Furthermore, the increased invasive phenotype of tumor cells that arose within collagen-dense mammary tissues remains after tumor explants are cultured within reconstituted three-dimensional collagen gels. To better understand this behavior we imaged live tumors using nonlinear optical imaging approaches to demonstrate that local invasion is facilitated by stromal collagen re-organization and that this behavior is significantly increased in collagen-dense tissues. In addition, using multiphoton fluorescence and spectral lifetime imaging we identify a metabolic signature for flavin adenine dinucleotide, with increased fluorescent intensity and lifetime, in invading metastatic cells.

Conclusion

This study provides the first data causally linking increased stromal collagen to mammary tumor formation and metastasis, and demonstrates that fundamental differences arise and persist in epithelial tumor cells that progressed within collagen-dense microenvironments. Furthermore, the imaging techniques and signature identified in this work may provide useful diagnostic tools to rapidly assess fresh tissue biopsies.
Appendix
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Literature
1.
go back to reference McCormack VA, dos Santos Silva I: Breast density and parenchymal patterns as markers of breast cancer risk: a meta-analysis. Cancer Epidemiol Biomarkers Prev. 2006, 15: 1159-1169. 10.1158/1055-9965.EPI-06-0034.CrossRefPubMed McCormack VA, dos Santos Silva I: Breast density and parenchymal patterns as markers of breast cancer risk: a meta-analysis. Cancer Epidemiol Biomarkers Prev. 2006, 15: 1159-1169. 10.1158/1055-9965.EPI-06-0034.CrossRefPubMed
2.
go back to reference Boyd NF, Lockwood GA, Byng JW, Tritchler DL, Yaffe MJ: Mammographic densities and breast cancer risk. Cancer Epidemiol Biomarkers Prev. 1998, 7: 1133-1144.PubMed Boyd NF, Lockwood GA, Byng JW, Tritchler DL, Yaffe MJ: Mammographic densities and breast cancer risk. Cancer Epidemiol Biomarkers Prev. 1998, 7: 1133-1144.PubMed
3.
go back to reference Boyd NF, Martin LJ, Stone J, Greenberg C, Minkin S, Yaffe MJ: Mammographic densities as a marker of human breast cancer risk and their use in chemoprevention. Curr Oncol Rep. 2001, 3: 314-321. 10.1007/s11912-001-0083-7.CrossRefPubMed Boyd NF, Martin LJ, Stone J, Greenberg C, Minkin S, Yaffe MJ: Mammographic densities as a marker of human breast cancer risk and their use in chemoprevention. Curr Oncol Rep. 2001, 3: 314-321. 10.1007/s11912-001-0083-7.CrossRefPubMed
4.
go back to reference Boyd NF, Dite GS, Stone J, Gunasekara A, English DR, McCredie MR, Giles GG, Tritchler D, Chiarelli A, Yaffe MJ, Hopper JL: Heritability of mammographic density, a risk factor for breast cancer. N Engl J Med. 2002, 347: 886-894. 10.1056/NEJMoa013390.CrossRefPubMed Boyd NF, Dite GS, Stone J, Gunasekara A, English DR, McCredie MR, Giles GG, Tritchler D, Chiarelli A, Yaffe MJ, Hopper JL: Heritability of mammographic density, a risk factor for breast cancer. N Engl J Med. 2002, 347: 886-894. 10.1056/NEJMoa013390.CrossRefPubMed
5.
go back to reference Boyd NF, Rommens JM, Vogt K, Lee V, Hopper JL, Yaffe MJ, Paterson AD: Mammographic breast density as an intermediate phenotype for breast cancer. Lancet Oncol. 2005, 6: 798-808. 10.1016/S1470-2045(05)70390-9.CrossRefPubMed Boyd NF, Rommens JM, Vogt K, Lee V, Hopper JL, Yaffe MJ, Paterson AD: Mammographic breast density as an intermediate phenotype for breast cancer. Lancet Oncol. 2005, 6: 798-808. 10.1016/S1470-2045(05)70390-9.CrossRefPubMed
6.
go back to reference Rutter CM, Mandelson MT, Laya MB, Seger DJ, Taplin S: Changes in breast density associated with initiation, discontinuation, and continuing use of hormone replacement therapy. JAMA. 2001, 285: 171-176. 10.1001/jama.285.2.171.CrossRefPubMed Rutter CM, Mandelson MT, Laya MB, Seger DJ, Taplin S: Changes in breast density associated with initiation, discontinuation, and continuing use of hormone replacement therapy. JAMA. 2001, 285: 171-176. 10.1001/jama.285.2.171.CrossRefPubMed
7.
go back to reference Ursin G, Hovanessian-Larsen L, Parisky YR, Pike MC, Wu AH: Greatly increased occurrence of breast cancers in areas of mammographically dense tissue. Breast Cancer Res. 2005, 7: R605-R608. 10.1186/bcr1260.CrossRefPubMedPubMedCentral Ursin G, Hovanessian-Larsen L, Parisky YR, Pike MC, Wu AH: Greatly increased occurrence of breast cancers in areas of mammographically dense tissue. Breast Cancer Res. 2005, 7: R605-R608. 10.1186/bcr1260.CrossRefPubMedPubMedCentral
8.
go back to reference Alowami S, Troup S, Al-Haddad S, Kirkpatrick I, Watson PH: Mammographic density is related to stroma and stromal proteoglycan expression. Breast Cancer Res. 2003, 5: R129-R135. 10.1186/bcr622.CrossRefPubMedPubMedCentral Alowami S, Troup S, Al-Haddad S, Kirkpatrick I, Watson PH: Mammographic density is related to stroma and stromal proteoglycan expression. Breast Cancer Res. 2003, 5: R129-R135. 10.1186/bcr622.CrossRefPubMedPubMedCentral
9.
go back to reference Gill JK, Maskarinec G, Pagano I, Kolonel LN: The association of mammographic density with ductal carcinoma in situ of the breast: the Multiethnic Cohort. Breast Cancer Res. 2006, 8: R30-10.1186/bcr1507.CrossRefPubMedPubMedCentral Gill JK, Maskarinec G, Pagano I, Kolonel LN: The association of mammographic density with ductal carcinoma in situ of the breast: the Multiethnic Cohort. Breast Cancer Res. 2006, 8: R30-10.1186/bcr1507.CrossRefPubMedPubMedCentral
10.
go back to reference Habel LA, Dignam JJ, Land SR, Salane M, Capra AM, Julian TB: Mammographic density and breast cancer after ductal carcinoma in situ. J Natl Cancer Inst. 2004, 96: 1467-1472.CrossRefPubMedPubMedCentral Habel LA, Dignam JJ, Land SR, Salane M, Capra AM, Julian TB: Mammographic density and breast cancer after ductal carcinoma in situ. J Natl Cancer Inst. 2004, 96: 1467-1472.CrossRefPubMedPubMedCentral
11.
go back to reference Aiello EJ, Buist DS, White E, Porter PL: Association between mammographic breast density and breast cancer tumor characteristics. Cancer Epidemiol Biomarkers Prev. 2005, 14: 662-668. 10.1158/1055-9965.EPI-04-0327.CrossRefPubMed Aiello EJ, Buist DS, White E, Porter PL: Association between mammographic breast density and breast cancer tumor characteristics. Cancer Epidemiol Biomarkers Prev. 2005, 14: 662-668. 10.1158/1055-9965.EPI-04-0327.CrossRefPubMed
12.
go back to reference Hawes D, Downey S, Pearce CL, Bartow S, Wan P, Pike MC, Wu AH: Dense breast stromal tissue shows greatly increased concentration of breast epithelium but no increase in its proliferative activity. Breast Cancer Res. 2006, 8: R24-10.1186/bcr1408.CrossRefPubMedPubMedCentral Hawes D, Downey S, Pearce CL, Bartow S, Wan P, Pike MC, Wu AH: Dense breast stromal tissue shows greatly increased concentration of breast epithelium but no increase in its proliferative activity. Breast Cancer Res. 2006, 8: R24-10.1186/bcr1408.CrossRefPubMedPubMedCentral
13.
go back to reference Li T, Sun L, Miller N, Nicklee T, Woo J, Hulse-Smith L, Tsao MS, Khokha R, Martin L, Boyd N: The association of measured breast tissue characteristics with mammographic density and other risk factors for breast cancer. Cancer Epidemiol Biomarkers Prev. 2005, 14: 343-349. 10.1158/1055-9965.EPI-04-0490.CrossRefPubMed Li T, Sun L, Miller N, Nicklee T, Woo J, Hulse-Smith L, Tsao MS, Khokha R, Martin L, Boyd N: The association of measured breast tissue characteristics with mammographic density and other risk factors for breast cancer. Cancer Epidemiol Biomarkers Prev. 2005, 14: 343-349. 10.1158/1055-9965.EPI-04-0490.CrossRefPubMed
14.
go back to reference Guo YP, Martin LJ, Hanna W, Banerjee D, Miller N, Fishell E, Khokha R, Boyd NF: Growth factors and stromal matrix proteins associated with mammographic densities. Cancer Epidemiol Biomarkers Prev. 2001, 10: 243-248.PubMed Guo YP, Martin LJ, Hanna W, Banerjee D, Miller N, Fishell E, Khokha R, Boyd NF: Growth factors and stromal matrix proteins associated with mammographic densities. Cancer Epidemiol Biomarkers Prev. 2001, 10: 243-248.PubMed
15.
go back to reference Barcellos-Hoff MH, Aggeler J, Ram TG, Bissell MJ: Functional differentiation and alveolar morphogenesis of primary mammary cultures on reconstituted basement membrane. Development. 1989, 105: 223-235.PubMedPubMedCentral Barcellos-Hoff MH, Aggeler J, Ram TG, Bissell MJ: Functional differentiation and alveolar morphogenesis of primary mammary cultures on reconstituted basement membrane. Development. 1989, 105: 223-235.PubMedPubMedCentral
16.
go back to reference Keely P, Fong A, Zutter M, Santoro S: Alteration of collagen-dependent adhesion, motility, and morphogenesis by the expression of antisense α2 integrin mRNA in mammary cells. J Cell Sci. 1995, 108: 595-607.PubMed Keely P, Fong A, Zutter M, Santoro S: Alteration of collagen-dependent adhesion, motility, and morphogenesis by the expression of antisense α2 integrin mRNA in mammary cells. J Cell Sci. 1995, 108: 595-607.PubMed
17.
go back to reference Tlsty TD, Hein PW: Know thy neighbor: stromal cells can contribute oncogenic signals. Curr Opin Genet Dev. 2001, 11 (1): 54-59. 10.1016/S0959-437X(00)00156-8.CrossRefPubMed Tlsty TD, Hein PW: Know thy neighbor: stromal cells can contribute oncogenic signals. Curr Opin Genet Dev. 2001, 11 (1): 54-59. 10.1016/S0959-437X(00)00156-8.CrossRefPubMed
18.
go back to reference Noel A, Foidart JM: The role of stroma in breast carcinoma growth in vivo . J Mammary Gland Biol Neoplasia. 1998, 3: 215-225. 10.1023/A:1018703208453.CrossRefPubMed Noel A, Foidart JM: The role of stroma in breast carcinoma growth in vivo . J Mammary Gland Biol Neoplasia. 1998, 3: 215-225. 10.1023/A:1018703208453.CrossRefPubMed
19.
go back to reference Elenbaas B, Spirio L, Koerner F, Fleming MD, Zimonjic DB, Donaher JL, Popescu NC, Hahn WC, Weinberg RA: Human breast cancer cells generated by oncogenic transformation of primary mammary epithelial cells. Genes Dev. 2001, 15: 50-65. 10.1101/gad.828901.CrossRefPubMedPubMedCentral Elenbaas B, Spirio L, Koerner F, Fleming MD, Zimonjic DB, Donaher JL, Popescu NC, Hahn WC, Weinberg RA: Human breast cancer cells generated by oncogenic transformation of primary mammary epithelial cells. Genes Dev. 2001, 15: 50-65. 10.1101/gad.828901.CrossRefPubMedPubMedCentral
20.
go back to reference Orimo A, Gupta PB, Sgroi DC, Arenzana-Seisdedos F, Delaunay T, Naeem R, Carey VJ, Richardson AL, Weinberg RA: Stromal fibroblasts present in invasive human breast carcinomas promote tumor growth and angiogenesis through elevated SDF-1/CXCL12 secretion. Cell. 2005, 121: 335-348. 10.1016/j.cell.2005.02.034.CrossRefPubMed Orimo A, Gupta PB, Sgroi DC, Arenzana-Seisdedos F, Delaunay T, Naeem R, Carey VJ, Richardson AL, Weinberg RA: Stromal fibroblasts present in invasive human breast carcinomas promote tumor growth and angiogenesis through elevated SDF-1/CXCL12 secretion. Cell. 2005, 121: 335-348. 10.1016/j.cell.2005.02.034.CrossRefPubMed
21.
go back to reference Shekhar MP, Pauley R, Heppner G, Werdell J, Santner SJ, Pauley RJ, Tait L: Host microenvironment in breast cancer development: extracellular matrix-stromal cell contribution to neoplastic phenotype of epithelial cells in the breast. Breast Cancer Res. 2003, 5: 130-135. 10.1186/bcr580.CrossRefPubMedPubMedCentral Shekhar MP, Pauley R, Heppner G, Werdell J, Santner SJ, Pauley RJ, Tait L: Host microenvironment in breast cancer development: extracellular matrix-stromal cell contribution to neoplastic phenotype of epithelial cells in the breast. Breast Cancer Res. 2003, 5: 130-135. 10.1186/bcr580.CrossRefPubMedPubMedCentral
22.
go back to reference Iyengar P, Espina V, Williams TW, Lin Y, Berry D, Jelicks LA, Lee H, Temple K, Graves R, Pollard J, et al: Adipocyte-derived collagen VI affects early mammary tumor progression in vivo, demonstrating a critical interaction in the tumor/stroma microenvironment. J Clin Invest. 2005, 115: 1163-1176.CrossRefPubMedPubMedCentral Iyengar P, Espina V, Williams TW, Lin Y, Berry D, Jelicks LA, Lee H, Temple K, Graves R, Pollard J, et al: Adipocyte-derived collagen VI affects early mammary tumor progression in vivo, demonstrating a critical interaction in the tumor/stroma microenvironment. J Clin Invest. 2005, 115: 1163-1176.CrossRefPubMedPubMedCentral
23.
go back to reference White DE, Kurpios NA, Zuo D, Hassell JA, Blaess S, Mueller U, Muller WJ: Targeted disruption of beta1-integrin in a transgenic mouse model of human breast cancer reveals an essential role in mammary tumor induction. Cancer Cell. 2004, 6: 159-170. 10.1016/j.ccr.2004.06.025.CrossRefPubMed White DE, Kurpios NA, Zuo D, Hassell JA, Blaess S, Mueller U, Muller WJ: Targeted disruption of beta1-integrin in a transgenic mouse model of human breast cancer reveals an essential role in mammary tumor induction. Cancer Cell. 2004, 6: 159-170. 10.1016/j.ccr.2004.06.025.CrossRefPubMed
24.
go back to reference Paszek MJ, Zahir N, Johnson KR, Lakins JN, Rozenberg GI, Gefen A, Reinhart-King CA, Margulies SS, Dembo M, Boettiger D, et al: Tensional homeostasis and the malignant phenotype. Cancer Cell. 2005, 8: 241-254. 10.1016/j.ccr.2005.08.010.CrossRefPubMed Paszek MJ, Zahir N, Johnson KR, Lakins JN, Rozenberg GI, Gefen A, Reinhart-King CA, Margulies SS, Dembo M, Boettiger D, et al: Tensional homeostasis and the malignant phenotype. Cancer Cell. 2005, 8: 241-254. 10.1016/j.ccr.2005.08.010.CrossRefPubMed
25.
go back to reference Wozniak MA, Desai R, Solski PA, Der CJ, Keely PJ: ROCK-generated contractility regulates breast epithelial cell differentiation in response to the physical properties of a three-dimensional collagen matrix. J Cell Biol. 2003, 163: 583-595. 10.1083/jcb.200305010.CrossRefPubMedPubMedCentral Wozniak MA, Desai R, Solski PA, Der CJ, Keely PJ: ROCK-generated contractility regulates breast epithelial cell differentiation in response to the physical properties of a three-dimensional collagen matrix. J Cell Biol. 2003, 163: 583-595. 10.1083/jcb.200305010.CrossRefPubMedPubMedCentral
26.
go back to reference Liu X, Wu H, Byrne M, Jeffrey J, Krane S, Jaenisch R: A targeted mutation at the known collagenase cleavage site in mouse type I collagen impairs tissue remodeling. J Cell Biol. 1995, 130: 227-237. 10.1083/jcb.130.1.227.CrossRefPubMed Liu X, Wu H, Byrne M, Jeffrey J, Krane S, Jaenisch R: A targeted mutation at the known collagenase cleavage site in mouse type I collagen impairs tissue remodeling. J Cell Biol. 1995, 130: 227-237. 10.1083/jcb.130.1.227.CrossRefPubMed
27.
go back to reference Provenzano PP, Eliceiri KW, Campbell JM, Inman DR, White JG, Keely PJ: Collagen reorganization at the tumor-stromal interface facilitates local invasion. BMC Medicine. 2006, 4: 38-10.1186/1741-7015-4-38.CrossRefPubMedPubMedCentral Provenzano PP, Eliceiri KW, Campbell JM, Inman DR, White JG, Keely PJ: Collagen reorganization at the tumor-stromal interface facilitates local invasion. BMC Medicine. 2006, 4: 38-10.1186/1741-7015-4-38.CrossRefPubMedPubMedCentral
28.
go back to reference Williams RM, Zipfel WR, Webb WW: Interpreting second-harmonic generation images of collagen I fibrils. Biophys J. 2005, 88: 1377-1386. 10.1529/biophysj.104.047308.CrossRefPubMed Williams RM, Zipfel WR, Webb WW: Interpreting second-harmonic generation images of collagen I fibrils. Biophys J. 2005, 88: 1377-1386. 10.1529/biophysj.104.047308.CrossRefPubMed
29.
go back to reference Nazir MZ, Eliceiri KW, Ahmed A, Hathaway E, Hashmi A, Agarwal V, Rao Y, Kumar S, Lukas T, Riching KM, Rueden C, Wang Y, White JG: WiscScan: a software defined laser-scanning microscope. Biomed Eng Online. 2006. Nazir MZ, Eliceiri KW, Ahmed A, Hathaway E, Hashmi A, Agarwal V, Rao Y, Kumar S, Lukas T, Riching KM, Rueden C, Wang Y, White JG: WiscScan: a software defined laser-scanning microscope. Biomed Eng Online. 2006.
30.
go back to reference Rueden C, Eliceiri KW, White JG: VisBio: a computational tool for visualization of multidimensional biological image data. Traffic. 2004, 5: 411-417. 10.1111/j.1600-0854.2004.00189.x.CrossRefPubMed Rueden C, Eliceiri KW, White JG: VisBio: a computational tool for visualization of multidimensional biological image data. Traffic. 2004, 5: 411-417. 10.1111/j.1600-0854.2004.00189.x.CrossRefPubMed
32.
go back to reference Bird DK, Eliceiri KW, Fan CH, White JG: Simultaneous two-photon spectral and lifetime fluorescence microscopy. Appl Opt. 2004, 43: 5173-5182. 10.1364/AO.43.005173.CrossRefPubMed Bird DK, Eliceiri KW, Fan CH, White JG: Simultaneous two-photon spectral and lifetime fluorescence microscopy. Appl Opt. 2004, 43: 5173-5182. 10.1364/AO.43.005173.CrossRefPubMed
33.
go back to reference Provenzano PP, Rueden CT, Trier SM, Yan L, Ponik SM, Inman DR, Keely PJ, Eliceiri KW: Nonlinear optical imaging and spectral-lifetime computational analysis of endogenous and exogenous fluorophores in breast cancer. J Biomed Opt. Provenzano PP, Rueden CT, Trier SM, Yan L, Ponik SM, Inman DR, Keely PJ, Eliceiri KW: Nonlinear optical imaging and spectral-lifetime computational analysis of endogenous and exogenous fluorophores in breast cancer. J Biomed Opt.
34.
go back to reference Lin EY, Jones JG, Li P, Zhu L, Whitney KD, Muller WJ, Pollard JW: Progression to malignancy in the polyoma middle T oncoprotein mouse breast cancer model provides a reliable model for human diseases. Am J Pathol. 2003, 163: 2113-2126.CrossRefPubMedPubMedCentral Lin EY, Jones JG, Li P, Zhu L, Whitney KD, Muller WJ, Pollard JW: Progression to malignancy in the polyoma middle T oncoprotein mouse breast cancer model provides a reliable model for human diseases. Am J Pathol. 2003, 163: 2113-2126.CrossRefPubMedPubMedCentral
35.
go back to reference Wang W, Wyckoff JB, Frohlich VC, Oleynikov Y, Huttelmaier S, Zavadil J, Cermak L, Bottinger EP, Singer RH, White JG, et al: Single cell behavior in metastatic primary mammary tumors correlated with gene expression patterns revealed by molecular profiling. Cancer Res. 2002, 62: 6278-6288.PubMed Wang W, Wyckoff JB, Frohlich VC, Oleynikov Y, Huttelmaier S, Zavadil J, Cermak L, Bottinger EP, Singer RH, White JG, et al: Single cell behavior in metastatic primary mammary tumors correlated with gene expression patterns revealed by molecular profiling. Cancer Res. 2002, 62: 6278-6288.PubMed
36.
go back to reference Zipfel WR, Williams RM, Christie R, Nikitin AY, Hyman BT, Webb WW: Live tissue intrinsic emission microscopy using multiphoton-excited native fluorescence and second harmonic generation. Proc Natl Acad Sci USA. 2003, 100: 7075-7080. 10.1073/pnas.0832308100.CrossRefPubMedPubMedCentral Zipfel WR, Williams RM, Christie R, Nikitin AY, Hyman BT, Webb WW: Live tissue intrinsic emission microscopy using multiphoton-excited native fluorescence and second harmonic generation. Proc Natl Acad Sci USA. 2003, 100: 7075-7080. 10.1073/pnas.0832308100.CrossRefPubMedPubMedCentral
37.
go back to reference Zoumi A, Yeh A, Tromberg BJ: Imaging cells and extracellular matrix in vivo by using second-harmonic generation and two-photon excited fluorescence. Proc Natl Acad Sci USA. 2002, 99: 11014-11019. 10.1073/pnas.172368799.CrossRefPubMedPubMedCentral Zoumi A, Yeh A, Tromberg BJ: Imaging cells and extracellular matrix in vivo by using second-harmonic generation and two-photon excited fluorescence. Proc Natl Acad Sci USA. 2002, 99: 11014-11019. 10.1073/pnas.172368799.CrossRefPubMedPubMedCentral
38.
go back to reference Brown E, McKee T, diTomaso E, Pluen A, Seed B, Boucher Y, Jain RK: Dynamic imaging of collagen and its modulation in tumors in vivo using second-harmonic generation. Nat Med. 2003, 9: 796-800. 10.1038/nm879.CrossRefPubMed Brown E, McKee T, diTomaso E, Pluen A, Seed B, Boucher Y, Jain RK: Dynamic imaging of collagen and its modulation in tumors in vivo using second-harmonic generation. Nat Med. 2003, 9: 796-800. 10.1038/nm879.CrossRefPubMed
39.
go back to reference Yan L, Rueden CT, White JG, Eliceiri KW: Applications of combined spectral lifetime microscopy for biology. Biotechniques. 2006, 41: 249-251, 253CrossRefPubMed Yan L, Rueden CT, White JG, Eliceiri KW: Applications of combined spectral lifetime microscopy for biology. Biotechniques. 2006, 41: 249-251, 253CrossRefPubMed
40.
41.
go back to reference Pradhan A, Pal P, Durocher G, Villeneuve L, Balassy A, Babai F, Gaboury L, Blanchard L: Steady state and time-resolved fluorescence properties of metastatic and non-metastatic malignant cells from different species. J Photochem Photobiol B. 1995, 31: 101-112. 10.1016/1011-1344(95)07178-4.CrossRefPubMed Pradhan A, Pal P, Durocher G, Villeneuve L, Balassy A, Babai F, Gaboury L, Blanchard L: Steady state and time-resolved fluorescence properties of metastatic and non-metastatic malignant cells from different species. J Photochem Photobiol B. 1995, 31: 101-112. 10.1016/1011-1344(95)07178-4.CrossRefPubMed
42.
go back to reference Bavik C, Coleman I, Dean JP, Knudsen B, Plymate S, Nelson PS: The gene expression program of prostate fibroblast senescence modulates neoplastic epithelial cell proliferation through paracrine mechanisms. Cancer Res. 2006, 66: 794-802. 10.1158/0008-5472.CAN-05-1716.CrossRefPubMed Bavik C, Coleman I, Dean JP, Knudsen B, Plymate S, Nelson PS: The gene expression program of prostate fibroblast senescence modulates neoplastic epithelial cell proliferation through paracrine mechanisms. Cancer Res. 2006, 66: 794-802. 10.1158/0008-5472.CAN-05-1716.CrossRefPubMed
43.
go back to reference Allinen M, Beroukhim R, Cai L, Brennan C, Lahti-Domenici J, Huang H, Porter D, Hu M, Chin L, Richardson A, et al: Molecular characterization of the tumor microenvironment in breast cancer. Cancer Cell. 2004, 6: 17-32. 10.1016/j.ccr.2004.06.010.CrossRefPubMed Allinen M, Beroukhim R, Cai L, Brennan C, Lahti-Domenici J, Huang H, Porter D, Hu M, Chin L, Richardson A, et al: Molecular characterization of the tumor microenvironment in breast cancer. Cancer Cell. 2004, 6: 17-32. 10.1016/j.ccr.2004.06.010.CrossRefPubMed
44.
go back to reference Chung LW, Baseman A, Assikis V, Zhau HE: Molecular insights into prostate cancer progression: the missing link of tumor microenvironment. J Urol. 2005, 173: 10-20.CrossRefPubMed Chung LW, Baseman A, Assikis V, Zhau HE: Molecular insights into prostate cancer progression: the missing link of tumor microenvironment. J Urol. 2005, 173: 10-20.CrossRefPubMed
45.
go back to reference De Wever O, Mareel M: Role of tissue stroma in cancer cell invasion. J Pathol. 2003, 200: 429-447. 10.1002/path.1398.CrossRefPubMed De Wever O, Mareel M: Role of tissue stroma in cancer cell invasion. J Pathol. 2003, 200: 429-447. 10.1002/path.1398.CrossRefPubMed
46.
go back to reference Condeelis J, Singer RH, Segall JE: The great escape: when cancer cells hijack the genes for chemotaxis and motility. Annu Rev Cell Dev Biol. 2005, 21: 695-718. 10.1146/annurev.cellbio.21.122303.120306.CrossRefPubMed Condeelis J, Singer RH, Segall JE: The great escape: when cancer cells hijack the genes for chemotaxis and motility. Annu Rev Cell Dev Biol. 2005, 21: 695-718. 10.1146/annurev.cellbio.21.122303.120306.CrossRefPubMed
47.
go back to reference Parr C, Watkins G, Mansel RE, Jiang WG: The hepatocyte growth factor regulatory factors in human breast cancer. Clin Cancer Res. 2004, 10: 202-211. 10.1158/1078-0432.CCR-0553-3.CrossRefPubMed Parr C, Watkins G, Mansel RE, Jiang WG: The hepatocyte growth factor regulatory factors in human breast cancer. Clin Cancer Res. 2004, 10: 202-211. 10.1158/1078-0432.CCR-0553-3.CrossRefPubMed
48.
go back to reference Sachdev D, Yee D: The IGF system and breast cancer. Endocr Relat Cancer. 2001, 8: 197-209. 10.1677/erc.0.0080197.CrossRefPubMed Sachdev D, Yee D: The IGF system and breast cancer. Endocr Relat Cancer. 2001, 8: 197-209. 10.1677/erc.0.0080197.CrossRefPubMed
49.
go back to reference Surmacz E: Function of the IGF-I receptor in breast cancer. J Mammary Gland Biol Neoplasia. 2000, 5: 95-105. 10.1023/A:1009523501499.CrossRefPubMed Surmacz E: Function of the IGF-I receptor in breast cancer. J Mammary Gland Biol Neoplasia. 2000, 5: 95-105. 10.1023/A:1009523501499.CrossRefPubMed
50.
go back to reference Byrne C, Colditz GA, Willett WC, Speizer FE, Pollak M, Hankinson SE: Plasma insulin-like growth factor (IGF) I, IGF-binding protein 3, and mammographic density. Cancer Res. 2000, 60: 3744-3748.PubMed Byrne C, Colditz GA, Willett WC, Speizer FE, Pollak M, Hankinson SE: Plasma insulin-like growth factor (IGF) I, IGF-binding protein 3, and mammographic density. Cancer Res. 2000, 60: 3744-3748.PubMed
51.
go back to reference Boyd NF, Stone J, Martin LJ, Jong R, Fishell E, Yaffe M, Hammond G, Minkin S: The association of breast mitogens with mammographic densities. Br J Cancer. 2002, 87: 876-882. 10.1038/sj.bjc.6600537.CrossRefPubMedPubMedCentral Boyd NF, Stone J, Martin LJ, Jong R, Fishell E, Yaffe M, Hammond G, Minkin S: The association of breast mitogens with mammographic densities. Br J Cancer. 2002, 87: 876-882. 10.1038/sj.bjc.6600537.CrossRefPubMedPubMedCentral
52.
go back to reference Benlimame N, He Q, Jie S, Xiao D, Xu YJ, Loignon M, Schlaepfer DD, Alaoui-Jamali MA: FAK signaling is critical for ErbB-2/ErbB-3 receptor cooperation for oncogenic transformation and invasion. J Cell Biol. 2005, 171: 505-516. 10.1083/jcb.200504124.CrossRefPubMedPubMedCentral Benlimame N, He Q, Jie S, Xiao D, Xu YJ, Loignon M, Schlaepfer DD, Alaoui-Jamali MA: FAK signaling is critical for ErbB-2/ErbB-3 receptor cooperation for oncogenic transformation and invasion. J Cell Biol. 2005, 171: 505-516. 10.1083/jcb.200504124.CrossRefPubMedPubMedCentral
53.
go back to reference Aplin AE, Juliano RL: Integrin and cytoskeletal regulation of growth factor signaling to the MAP kinase pathway. J Cell Sci. 1999, 112: 695-706.PubMed Aplin AE, Juliano RL: Integrin and cytoskeletal regulation of growth factor signaling to the MAP kinase pathway. J Cell Sci. 1999, 112: 695-706.PubMed
54.
go back to reference Baron V, Calleja V, Ferrari P, Alengrin F, Van Obberghen E: p125Fak focal adhesion kinase is a substrate for the insulin and insulin-like growth factor-I tyrosine kinase receptors. J Biol Chem. 1998, 273: 7162-7168. 10.1074/jbc.273.12.7162.CrossRefPubMed Baron V, Calleja V, Ferrari P, Alengrin F, Van Obberghen E: p125Fak focal adhesion kinase is a substrate for the insulin and insulin-like growth factor-I tyrosine kinase receptors. J Biol Chem. 1998, 273: 7162-7168. 10.1074/jbc.273.12.7162.CrossRefPubMed
55.
go back to reference Ishizawar R, Parsons SJ: c-Src and cooperating partners in human cancer. Cancer Cell. 2004, 6: 209-214. 10.1016/j.ccr.2004.09.001.CrossRefPubMed Ishizawar R, Parsons SJ: c-Src and cooperating partners in human cancer. Cancer Cell. 2004, 6: 209-214. 10.1016/j.ccr.2004.09.001.CrossRefPubMed
56.
go back to reference Hauck CR, Sieg DJ, Hsia DA, Loftus JC, Gaarde WA, Monia BP, Schlaepfer DD: Inhibition of focal adhesion kinase expression or activity disrupts epidermal growth factor-stimulated signaling promoting the migration of invasive human carcinoma cells. Cancer Res. 2001, 61: 7079-7090.PubMed Hauck CR, Sieg DJ, Hsia DA, Loftus JC, Gaarde WA, Monia BP, Schlaepfer DD: Inhibition of focal adhesion kinase expression or activity disrupts epidermal growth factor-stimulated signaling promoting the migration of invasive human carcinoma cells. Cancer Res. 2001, 61: 7079-7090.PubMed
57.
go back to reference Sieg DJ, Hauck CR, Ilic D, Klingbeil CK, Schaefer E, Damsky CH, Schlaepfer DD: FAK integrates growth-factor and integrin signals to promote cell migration. Nat Cell Biol. 2000, 2: 249-256. 10.1038/35010517.CrossRefPubMed Sieg DJ, Hauck CR, Ilic D, Klingbeil CK, Schaefer E, Damsky CH, Schlaepfer DD: FAK integrates growth-factor and integrin signals to promote cell migration. Nat Cell Biol. 2000, 2: 249-256. 10.1038/35010517.CrossRefPubMed
58.
go back to reference Warburg O: The Metabolism of Tumors. 1930, London: Arnold Constable Warburg O: The Metabolism of Tumors. 1930, London: Arnold Constable
59.
go back to reference Skala MC, Riching KM, Gendron-Fitzpatrick A, Eickhoff J, Eliceiri KW, White JG, Ramanujam N: In vivo multiphoton microscopy of NADH and FAD redox states, fluorescence lifetimes, and cellular morphology in precancerous epithelia. Proc Natl Acad Sci USA. 2007, 104: 19494-19499. 10.1073/pnas.0708425104.CrossRefPubMedPubMedCentral Skala MC, Riching KM, Gendron-Fitzpatrick A, Eickhoff J, Eliceiri KW, White JG, Ramanujam N: In vivo multiphoton microscopy of NADH and FAD redox states, fluorescence lifetimes, and cellular morphology in precancerous epithelia. Proc Natl Acad Sci USA. 2007, 104: 19494-19499. 10.1073/pnas.0708425104.CrossRefPubMedPubMedCentral
60.
go back to reference Garriga-Canut M, Schoenike B, Qazi R, Bergendahl K, Daley TJ, Pfender RM, Morrison JF, Ockuly J, Stafstrom C, Sutula T, et al: 2-Deoxy-D-glucose reduces epilepsy progression by NRSF-CtBP-dependent metabolic regulation of chromatin structure. Nat Neurosci. 2006, 9: 1382-1387. 10.1038/nn1791.CrossRefPubMed Garriga-Canut M, Schoenike B, Qazi R, Bergendahl K, Daley TJ, Pfender RM, Morrison JF, Ockuly J, Stafstrom C, Sutula T, et al: 2-Deoxy-D-glucose reduces epilepsy progression by NRSF-CtBP-dependent metabolic regulation of chromatin structure. Nat Neurosci. 2006, 9: 1382-1387. 10.1038/nn1791.CrossRefPubMed
61.
go back to reference Gatenby RA, Gawlinski ET, Gmitro AF, Kaylor B, Gillies RJ: Acid-mediated tumor invasion: a multidisciplinary study. Cancer Res. 2006, 66: 5216-5223. 10.1158/0008-5472.CAN-05-4193.CrossRefPubMed Gatenby RA, Gawlinski ET, Gmitro AF, Kaylor B, Gillies RJ: Acid-mediated tumor invasion: a multidisciplinary study. Cancer Res. 2006, 66: 5216-5223. 10.1158/0008-5472.CAN-05-4193.CrossRefPubMed
62.
go back to reference Lakowicz JR: Principles of Fluorescence Spectroscopy. 2006, New York: Springer, 3CrossRef Lakowicz JR: Principles of Fluorescence Spectroscopy. 2006, New York: Springer, 3CrossRef
63.
go back to reference Maeda-Yorita K, Aki K: Effect of nicotinamide adenine dinucleotide on the oxidation-reduction potentials of lipoamide dehydrogenase from pig heart. J Biochem. 1984, 96: 683-690.PubMed Maeda-Yorita K, Aki K: Effect of nicotinamide adenine dinucleotide on the oxidation-reduction potentials of lipoamide dehydrogenase from pig heart. J Biochem. 1984, 96: 683-690.PubMed
Metadata
Title
Collagen density promotes mammary tumor initiation and progression
Authors
Paolo P Provenzano
David R Inman
Kevin W Eliceiri
Justin G Knittel
Long Yan
Curtis T Rueden
John G White
Patricia J Keely
Publication date
01-12-2008
Publisher
BioMed Central
Published in
BMC Medicine / Issue 1/2008
Electronic ISSN: 1741-7015
DOI
https://doi.org/10.1186/1741-7015-6-11

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