Skip to main content
Log in

Human pancreatic stellate cells modulate 3D collagen alignment to promote the migration of pancreatic ductal adenocarcinoma cells

  • Published:
Biomedical Microdevices Aims and scope Submit manuscript

Abstract

A hallmark of pancreatic ductal adenocarcinoma (PDAC) is the ability for cancer cells to aggressively infiltrate and navigate through a dense stroma during the metastatic process. Key features of the PDAC stroma include an abundant population of activated pancreatic stellate cells (PSCs) and highly aligned collagen fibers; however, important questions remain regarding how collagen becomes aligned and what the biological manifestations are. To better understand how PSCs, aligned collagen, and PDAC cells might cooperate during the transition to invasion, we utilized a microchannel-based in vitro tumor model and advanced imaging technologies to recreate and examine in vivo-like heterotypic interactions. We found that PSCs participate in a collaborative process with cancer cells by orchestrating the alignment of collagen fibers that, in turn, are permissive to enhanced cell migration. Additionally, direct contact between PSCs, collagen, and PDAC cells is critical to invasion and co-migration of both cell types. This suggests PSCs may accompany and assist in navigating PDAC cells through the stromal terrain. Together, our data provides a new role for PSCs in stimulating the metastatic process and underscores the importance of collagen alignment in cancer progression.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • P. A Agudelo-Garcia, J. K. De Jesus, S. P. Williams, M. O. Nowicki, E. A. Chiocca, S. Liyanarachchi, P. Li, J. J. Lannutti, J. K. Johnson, S. E. Lawler, M. S. Viapiano, Neoplasia 13, 831 (2011)

  • R. Alvarez, M. Musteanu, E. Garcia-Garcia, P.P. Lopez-Casas, D. Megias, C. Guerra, M. Munoz, Y. Quijano, A. Cubillo, J. Rodriguez-Pascual, C. Plaza, E. de Vicente, S. Prados, S. Tabernero, M. Barbacid, F. Lopez-Rios, M. Hidalgo, Br. J. Cancer 109, 926 (2013)

    Article  Google Scholar 

  • M. V Apte, P. S. Haber, T. L. Applegate, I. D. Norton, G. W. McCaughan, M. A. Korsten, R. C. Pirola, J. S. Wilson, Gut. 43, (1998)

  • M.V. Apte, L. Yang, P.A. Phillips, Z.H. Xu, W. Kaplan, M. Cowley, R.C. Pirola, J.S. Wilson, Am. J. Physiol. Liver Physiol. 305, G408 (2013)

    Google Scholar 

  • T. Armstrong, G. Packham, L. B. Murphy, A. C. Bateman, J. A. Conti, D. R. Fine, C. D. Johnson, R. C. Benyon, J. P. Iredale, Clin. Cancer Res. 10, (2004)

  • K. M. Bever, E. A. Sugar, E. Bigelow, R. Sharma, D. Laheru, C. L. Wolfgang, E. M. Jaffee, R. A. Anders, A. De Jesus-Acosta, and L. Zheng, HPB (Oxford). 17, 292 (2015).

  • S. Bolte, F.P. Cordelières, J. Microsc. 224, 213 (2006)

    Article  MathSciNet  Google Scholar 

  • J. Bredfeldt, Y. Liu, M. Conklin, P. Keely, T. Mackie, K. Eliceiri, Automated quantification of aligned collagen for human breast carcinoma, Prognosis (2014a)

  • J.S. Bredfeldt, Y. Liu, C.A. Pehlke, M.W. Conklin, J.M. Szulczewski, D.R. Inman, P.J. Keely, R.D. Nowak, T.R. Mackie, K.W. Eliceiri, J. Biomed. Opt. 19, 16007 (2014a)

    Article  Google Scholar 

  • T.A. Brentnall, L.A. Lai, J. Coleman, M.P. Bronner, S. Pan, R. Chen, PLoS One 7, e30219 (2012)

    Article  Google Scholar 

  • M.C. Cabrera, E. Tilahun, R. Nakles, E.S. Diaz-Cruz, A. Charabaty, S. Suy, P. Jackson, L. Ley, R. Slack, R. Jha, S.P. Collins, N. Haddad, B.V.S. Kallakury, T. Schroeder, M.J. Pishvaian, P.A. Furth, Front. Oncol. 4, 102 (2014)

    Article  Google Scholar 

  • S.P. Carey, C.M. Kraning-Rush, R.M. Williams, C.A. Reinhart-King, Biomaterials 33, 4157 (2012)

    Article  Google Scholar 

  • S.P. Carey, A. Starchenko, A.L. McGregor, C.A. Reinhart-King, Clin. Exp. Metastasis 30, 615 (2013)

    Article  Google Scholar 

  • J. Chen, Z. Chen, M. Chen, D. Li, Z. Li, Y. Xiong, J. Dong, X. Li, Int. J. Oncol. 34, 1029 (2009)

    Google Scholar 

  • M.W. Conklin, J.C. Eickhoff, K.M. Riching, C.A. Pehlke, K.W. Eliceiri, P.P. Provenzano, A. Friedl, P.J. Keely, Am. J. Pathol. 178 (2011)

  • H.C. Crawford, C.R. Scoggins, M. Kay Washington, L.M. Matrisian, S.D. Leach, J. Clin. Invest. 109, 1437 (2002)

    Article  Google Scholar 

  • S. Dangi-Garimella, S. B. Krantz, M. R. Barron, M. A. Shields, M. J. Heiferman, P. J. Grippo, D. J. Bentrem, H. G. Munshi, Cancer Res. 71, (2011)

  • E. L. Deer, J. Gonzalez-Hernandez, J. D. Coursen, J. E. Shea, J. Ngatia, C. L. Scaife, M. A. Firpo, S. J. Mulvihill, Pancreas 39, (2010)

  • C.R. Drifka, K.W. Eliceiri, S.M. Weber, W.J. Kao, Lab Chip 13, 3965 (2013)

    Article  Google Scholar 

  • C.R. Drifka, A.G. Loeffler, K. Mathewson, A. Keikhosravi, J.C. Eickhoff, Y. Liu, S.M. Weber, W.J. Kao, K.W. Eliceiri. Oncotarget. (2016). doi:10.18632/oncotarget.12772

  • C.R. Drifka, J. Tod, A.G. Loeffler, Y. Liu, G.J. Thomas, K.W. Eliceiri, W.J. Kao, Mod. Pathol. 28, 1470 (2015)

    Article  Google Scholar 

  • W. Duan, J. Ma, Q. Ma, Q. Xu, J. Lei, L. Han, X. Li, Z. Wang, Z. Wu, S. Lv, Z. Ma, M. Liu, F. Wang, E. Wu, Curr. Cancer Drug Targets 14, 446 (2014)

    Article  Google Scholar 

  • C.C. DuFort, M.J. Paszek, V.M. Weaver, Nat. Rev. Mol. Cell Biol. 12, 308 (2011)

    Article  Google Scholar 

  • M. Egeblad, M.G. Rasch, V.M. Weaver, Curr. Opin. Cell Biol. 22, 697 (2010)

    Article  Google Scholar 

  • M. Erkan, C.W. Michalski, S. Rieder, C. Reiser-Erkan, I. Abiatari, A. Kolb, N.A. Giese, I. Esposito, H. Friess, J. Kleeff, Clin. Gastroenterol. Hepatol. 6, 1155 (2008a)

    Article  Google Scholar 

  • M. Erkan, C. W. Michalski, S. Rieder, C. Reiser-Erkan, I. Abiatari, A. Kolb, N. A. Giese, I. Esposito, H. Friess, J. Kleeff, Clin. Gastroenterol. Hepatol. 6, (2008b)

  • M. Erkan, G. Adler, M. V Apte, M. G. Bachem, M. Buchholz, S. Detlefsen, I. Esposito, H. Friess, T. M. Gress, H.-J. Habisch, R. F. Hwang, R. Jaster, J. Kleeff, G. Kloeppel, C. Kordes, C. D. Logsdon, A. Masamune, C. W. Michalski, J. Oh, P. A. Phillips, M. Pinzani, C. Reiser-Erkan, H. Tsukamoto, J. Wilson, Gut 61, (2012a)

  • M. Erkan, S. Hausmann, C.W. Michalski, A.A. Fingerle, M. Dobritz, J. Kleeff, H. Friess, Nat. Rev. Gastroenterol. Hepatol. 9, 454 (2012a)

    Article  Google Scholar 

  • S.I. Fraley, P.-H. Wu, L. He, Y. Feng, R. Krisnamurthy, G.D. Longmore, D. Wirtz, Sci. Rep. 5, 14580 (2015)

    Article  Google Scholar 

  • F.E.M. Froeling, C. Feig, C. Chelala, R. Dobson, C.E. Mein, D.A. Tuveson, H. Clevers, I.R. Hart, H.M. Kocher, Gastroenterology 141, 1486 (2011)

    Article  Google Scholar 

  • H. Fujita, K. Ohuchida, K. Mizumoto, T. Egami, K. Miyoshi, T. Moriyama, L. Cui, J. Yu, M. Zhao, T. Manabe, M. Tanaka, Cancer Sci. 100, 2309 (2009a)

    Article  Google Scholar 

  • H. Fujita, K. Ohuchida, K. Mizumoto, K. Nakata, J. Yu, T. Kayashima, L. Cui, K. Miyoshi, N. Ikenaga, T. Egami, T. Manabe, T. Ohtsuka, M. Tanaka, Pancreas 38, 996 (2009b)

    Google Scholar 

  • C. Gaggioli, S. Hooper, C. Hidalgo-Carcedo, R. Grosse, J.F. Marshall, K. Harrington, E. Sahai, Nat. Cell Biol. 9, 1392 (2007)

    Article  Google Scholar 

  • S. Gehler, M. Baldassarre, Y. Lad, Biol. Cell. 20, 3224 (2009)

    Google Scholar 

  • S. M. Goicoechea, R. García-Mata, J. Staub, A Valdivia, L. Sharek, C. G. McCulloch, R. F. Hwang, R. Urrutia, J. J. Yeh, H. J. Kim, C. A Otey, Oncogene 1 (2013)

  • J.J. Grzesiak, M. Bouvet, Br. J. Cancer 94, 1311 (2006)

    Article  Google Scholar 

  • J. Guan, H. Zhang, Z. Wen, Y. Gu, Y. Cheng, Y. Sun, T. Zhang, C. Jia, Z. Lu, J. Chen, Cancer Lett. 345, 132 (2014)

    Article  Google Scholar 

  • A. Guzman, M.J. Ziperstein, L.J. Kaufman, Biomaterials 35, 6954 (2014)

    Article  Google Scholar 

  • S. Han, D. Delitto, D. Zhang, H.L. Sorenson, G.A. Sarosi, R.M. Thomas, K.E. Behrns, S.M. Wallet, J.G. Trevino, S.J. Hughes, Lab. Invest. 95, 1331 (2015a)

    Article  Google Scholar 

  • Y. Han, Y. Zhang, T. Jia, Y. Sun, Tumour Biol. 36, 1385 (2015b)

    Article  Google Scholar 

  • C. J. Hanley, F. Noble, M. Ward, M. Bullock, C. Drifka, M. Mellone, A. Manousopoulou, H. E. Johnston, A. Hayden, S. Thirdborough, Y. Liu, D. M. Smith, T. Mellows, W. J. Kao, S. D. Garbis, A. Mirnezami, T. J. Underwood, K. W. Eliceiri, G. J. Thomas, Oncotarget (2015)

  • D. Harjanto, J. S. Maffei, M. H. Zaman, PLoS One 6, (2011)

  • R.F. Hwang, T. Moore, T. Arumugam, V. Ramachandran, K.D. Amos, A. Rivera, B. Ji, D.B. Evans, C.D. Logsdon, Cancer Res. 68, 918 (2008)

    Article  Google Scholar 

  • O. Ilina, G.-J. Bakker, A. Vasaturo, R.M. Hofmann, P. Friedl, Phys. Biol. 8, 015010 (2011)

    Article  Google Scholar 

  • X. Jiang, I. Abiatari, B. Kong, M. Erkan, T. De Oliveira, N.A. Giese, C.W. Michalski, H. Friess, J. Kleeff, Pancreatology 9, 165 (2009)

    Article  Google Scholar 

  • R. Kadaba, H. Birke, J. Wang, S. Hooper, C.D. Andl, F. Di Maggio, E. Soylu, M. Ghallab, D. Bor, F.E.M. Froeling, S. Bhattacharya, A.K. Rustgi, E. Sahai, C. Chelala, P. Sasieni, H.M. Kocher, J. Pathol. 230, 107 (2013)

    Article  Google Scholar 

  • K.E. Kadler, A. Hill, E.G. Canty-Laird, Curr. Opin. Cell Biol. 20, 495 (2008)

    Article  Google Scholar 

  • G.S. Karagiannis, T. Poutahidis, S.E. Erdman, R. Kirsch, R.H. Riddell, E.P. Diamandis, Mol. Cancer Res. 10, 1403 (2012)

    Article  Google Scholar 

  • K. Kikuta, A. Masamune, T. Watanabe, H. Ariga, H. Itoh, S. Hamada, K. Satoh, S. Egawa, M. Unno, T. Shimosegawa, Biochem. Biophys. Res. Commun. 403, 380 (2010)

    Article  Google Scholar 

  • A. Koenig, C. Mueller, C. Hasel, G. Adler, A. Menke, Cancer Res. 66, 4662 (2006)

    Article  Google Scholar 

  • S. Kozono, K. Ohuchida, D. Eguchi, N. Ikenaga, K. Fujiwara, L. Cui, K. Mizumoto, M. Tanaka, Cancer Res. 73, 2345 (2013)

    Article  Google Scholar 

  • C.M. Kraning-Rush, S.P. Carey, M.C. Lampi, C.A. Reinhart-King, Integr. Biol. 5, 606 (2013)

    Article  Google Scholar 

  • P. Lee, R. Lin, J. Moon, L.P. Lee, Biomed. Microdevices 8, 35 (2006)

    Article  Google Scholar 

  • H. O. Lee, S. R. Mullins, J. Franco-Barraza, M. Valianou, E. Cukierman, J. D. Cheng, BMC Cancer 11, (2011)

  • K.R. Levental, H. Yu, L. Kass, J.N. Lakins, M. Egeblad, J.T. Erler, S.F.T. Fong, K. Csiszar, A. Giaccia, W. Weninger, M. Yamauchi, D.L. Gasser, V.M. Weaver, Cell 139, 891 (2009)

    Article  Google Scholar 

  • T. Liu, B. Lin, J. Qin, Lab Chip 10, (2010)

  • E. Lonardo, J. Frias-Aldeguer, P. C. Hermann, C. Heeschen, Cell Cycle 11, (2012)

  • J. Lu, S. Zhou, M. Siech, H. Habisch, T. Seufferlein, M.G. Bachem, Br. J. Cancer 110, 409 (2014)

    Article  Google Scholar 

  • E. Makareeva, S. Han, J.C. Vera, D.L. Sackett, K. Holmbeck, C.L. Phillips, R. Visse, H. Nagase, S. Leikin, Cancer Res. 70, 4366 (2010)

    Article  Google Scholar 

  • T. S. Mantoni, S. Lunardi, O. Al-Assar, A. Masamune, T. B. Brunner, Cancer Res. 71, (2011)

  • A. Masamune, K. Kikuta, M. Satoh, K. Satoh, T. Shimosegawa, Br. J. Pharmacol. 140, 1292 (2003)

    Article  Google Scholar 

  • A. Masamune, K. Kikuta, T. Watanabe, K. Satoh, M. Hirota, T. Shimosegawa, Am. J. Physiol. Gastrointest. Liver Physiol. 295, G709 (2008)

    Article  Google Scholar 

  • J.A. McCarroll, P.A. Phillips, R.K. Kumar, S. Park, R.C. Pirola, J.S. Wilson, M.V. Apte, Biochem. Pharmacol. 67, 1215 (2004)

    Article  Google Scholar 

  • J.A. McCarroll, S. Naim, G. Sharbeen, N. Russia, J. Lee, M. Kavallaris, D. Goldstein, P.A. Phillips, Front. Physiol. 5, 141 (2014)

    Google Scholar 

  • J.C. McConnell, O.V. O’Connell, K. Brennan, L. Weiping, M. Howe, L. Joseph, D. Knight, R. O’Cualain, Y. Lim, A. Leek, R. Waddington, J. Rogan, S.M. Astley, A. Gandhi, C.C. Kirwan, M.J. Sherratt, C.H. Streuli, Breast Cancer Res. 18, 5 (2016)

    Article  Google Scholar 

  • J.A. McDonald, D.G. Kelley, T.J. Broekelmann, J. Cell Biol. 92, 485 (1982)

    Article  Google Scholar 

  • R.A. Morris, B. Damon, V. Mironov, V. Kasyanov, A. Ramamurthi, R. Moreno-Rodriguez, T. Trusk, J.D. Potts, R.L. Goodwin, J. Davis, S. Hoffman, X. Wen, Y. Sugi, C.B. Kern, C.H. Mjaatvedt, D.K. Turner, T. Oka, S.J. Conway, J.D. Molkentin, G. Forgacs, R.R. Markwald, J. Cell. Biochem. 101, 695 (2007)

    Article  Google Scholar 

  • O. Nadiarnykh, R. B. LaComb, M. A. Brewer, P. J. Campagnola, BMC Cancer 10, (2010)

  • A. Neesse, H. Algül, D.A. Tuveson, T.M. Gress, Gut 64, 1476 (2015)

    Article  Google Scholar 

  • K. Ohuchida, K. Mizumoto, M. Murakami, L.W. Qian, N. Sato, E. Nagai, K. Matsumoto, T. Nakamura, M. Tanaka, Cancer Res. 64, 3215 (2004)

    Article  Google Scholar 

  • K. P. Olive, M. A. Jacobetz, C. J. Davidson, A. Gopinathan, D. McIntyre, D. Honess, B. Madhu, M. A. Goldgraben, M. E. Caldwell, D. Allard, K. K. Frese, G. DeNicola, C. Feig, C. Combs, S. P. Winter, H. Ireland-Zecchini, S. Reichelt, W. J. Howat, A. Chang, M. Dhara, L. Wang, F. Rueckert, R. Gruetzmann, C. Pilarsky, K. Izeradjene, S. R. Hingorani, P. Huang, S. E. Davies, W. Plunkett, M. Egorin, R. H. Hruban, N. Whitebread, K. McGovern, J. Adams, C. Iacobuzio-Donahue, J. Griffiths, D. A. Tuveson, Science (80-.). 324, (2009)

  • A.J. Ottaviano, L. Sun, V. Ananthanarayanan, H.G. Munshi, Cancer Res. 66, 7032 (2006)

    Article  Google Scholar 

  • M. J. Oudin, O. Jonas, T. Kosciuk, L. C. Broye, B. C. Guido, J. Wyckoff, D. Riquelme, J. M. Lamar, S. B. Asokan, C. Whittaker, D. Ma, R. Langer, M. J. Cima, K. B. Wisinski, R. O. Hynes, D. A. Lauffenburger, P. J. Keely, J. E. Bear, F. B. Gertler, Cancer Discov. CD (2016)

  • C.M. Overall, O. Kleifeld, Br. J. Cancer 94, 941 (2006)

    Article  Google Scholar 

  • B.C. Ozdemir, T. Pentcheva-Hoang, J.L. Carstens, X. Zheng, C.-C. Wu, T.R. Simpson, H. Laklai, H. Sugimoto, C. Kahlert, S.V. Novitskiy, A. De Jesus-Acosta, P. Sharma, P. Heidari, U. Mahmood, L. Chin, H.L. Moses, V.M. Weaver, A. Maitra, J.P. Allison, V.S. LeBleu, R. Kalluri, Cancer Cell 25, 719 (2014)

    Article  Google Scholar 

  • P.A. Phillips, M.J. Wu, R.K. Kumar, E. Doherty, J.A. McCarroll, S. Park, R.C. Pirola, J.S. Wilson, M.V. Apte, Gut 52, 677 (2003)

    Article  Google Scholar 

  • S. Preibisch, S. Saalfeld, P. Tomancak, Bioinformatics 25, 1463 (2009)

    Article  Google Scholar 

  • P. P. Provenzano, K. W. Eliceiri, J. M. Campbell, D. R. Inman, J. G. White, P. J. Keely, Bmc Med. 4, (2006)

  • P.P. Provenzano, D.R. Inman, K.W. Eliceiri, J.G. Knittel, L. Yan, C.T. Rueden, J.G. White, P.J. Keely, BMC Med. 6, 11 (2008a)

    Article  Google Scholar 

  • P.P. Provenzano, D.R. Inman, K.W. Eliceiri, S.M. Trier, P.J. Keely, Biophys. J. 95, 5374 (2008b)

    Article  Google Scholar 

  • P.P. Provenzano, K.W. Eliceiri, P.J. Keely, Trends Cell Biol. 19, 638 (2009)

    Article  Google Scholar 

  • P.P. Provenzano, C. Cuevas, A.E. Chang, V.K. Goel, D.D. Von Hoff, S.R. Hingorani, Cancer Cell 21, 418 (2012)

    Article  Google Scholar 

  • L. Rahib, B.D. Smith, R. Aizenberg, A.B. Rosenzweig, J.M. Fleshman, L.M. Matrisian, Cancer Res. 74, 2913 (2014)

    Article  Google Scholar 

  • N. Rath, M.F. Olson, EMBO Rep. 13, 900 (2012)

    Article  Google Scholar 

  • C.B. Raub, V. Suresh, T. Krasieva, J. Lyubovitsky, J.D. Mih, A.J. Putnam, B.J. Tromberg, S.C. George, Biophys. J. 92, 2212 (2007)

    Article  Google Scholar 

  • A.D. Rhim, E.T. Mirek, N.M. Aiello, A. Maitra, J.M. Bailey, F. McAllister, M. Reichert, G.L. Beatty, A.K. Rustgi, R.H. Vonderheide, S.D. Leach, B.Z. Stanger, Cell 148, 349 (2012)

    Article  Google Scholar 

  • A.D. Rhim, P.E. Oberstein, D.H. Thomas, E.T. Mirek, C.F. Palermo, S.A. Sastra, E.N. Dekleva, T. Saunders, C.P. Becerra, I.W. Tattersa, C.B. Westphalen, J. Kitajewski, M.G. Fernandez-Barrena, M.E. Fernandez-Zapico, C. Iacobuzio-Donahue, K.P. Olive, B.Z. Stanger, Cancer Cell 25, 735 (2014)

    Article  Google Scholar 

  • K.M. Riching, B.L. Cox, M.R. Salick, C. Pehlke, A.S. Riching, S.M. Ponik, B.R. Bass, W.C. Crone, Y. Jiang, A.M. Weaver, K.W. Eliceiri, P.J. Keely, Biophys. J. 107, 2546 (2014)

    Article  Google Scholar 

  • A.H. Rosendahl, C. Gundewar, K. Said Hilmersson, L. Ni, M.A. Saleem, R. Andersson, Exp. Cell Res. 330, 300 (2015)

    Article  Google Scholar 

  • E. Ryschich, A. Khamidjanov, V. Kerkadze, M.W. Buchler, M. Zoller, J. Schmidt, Pancreas 38, 804 (2009)

    Article  Google Scholar 

  • M. Sada, K. Ohuchida, K. Horioka, T. Okumura, T. Moriyama, Y. Miyasaka, T. Ohtsuka, K. Mizumoto, Y. Oda, M. Nakamura, Cancer Lett. 372, 210 (2016)

    Article  Google Scholar 

  • R. Satoyoshi, S. Kuriyama, N. Aiba, M. Yashiro, M. Tanaka, Oncogene 34, 650 (2015)

    Article  Google Scholar 

  • W. Schneiderhan, F. Diaz, M. Fundel, S.X. Zhou, M. Siech, C. Hasel, P. Moller, J.E. Gschwend, T. Seufferlein, T. Gress, G. Adler, M.G. Bachem, J. Cell Sci. 120, 512 (2007)

    Article  Google Scholar 

  • M.H. Sherman, R.T. Yu, D.D. Engle, N. Ding, A.R. Atkins, H. Tiriac, E.A. Collisson, F. Connor, T. Van Dyke, S. Kozlov, P. Martin, T.W. Tseng, D.W. Dawson, T.R. Donahue, A. Masamune, T. Shimosegawa, M.V. Apte, J.S. Wilson, B. Ng, S.L. Lau, J.E. Gunton, G.M. Wahl, T. Hunter, J.A. Drebin, P.J. O’Dwyer, C. Liddle, D.A. Tuveson, M. Downes, R.M. Evans, Cell 159, 80 (2014)

    Article  Google Scholar 

  • Q. Shi, R.P. Ghosh, H. Engelke, C.H. Rycroft, L. Cassereau, J.A. Sethian, V.M. Weaver, J.T. Liphardt, Proc. Natl. Acad. Sci. U. S. A. 111, 658 (2014)

    Article  Google Scholar 

  • A.C. Shieh, H.A. Rozansky, B. Hinz, M.A. Swartz, Cancer Res. 71, 790 (2011)

    Article  Google Scholar 

  • M.A. Shields, S. Dangi-Garimella, S.B. Krantz, D.J. Bentrem, H.G. Munshi, J. Biol. Chem. 286, 10495 (2011)

    Article  Google Scholar 

  • M.A. Shields, S.B. Krantz, D.J. Bentrem, S. Dangi-Garimella, H.G. Munshi, J. Biol. Chem. 287, 6218 (2012)

    Article  Google Scholar 

  • M. Sinn, C. Denkert, J.K. Striefler, U. Pelzer, J.M. Stieler, M. Bahra, P. Lohneis, B. Dörken, H. Oettle, H. Riess, B.V. Sinn, Br. J. Cancer 111, 1917 (2014)

    Article  Google Scholar 

  • J. Sottile, F. Shi, I. Rublyevska, H.-Y. Chiang, J. Lust, J. Chandler, C. H-y, Am. J. Physiol. Cell Physiol. 293, 1934 (2007)

    Article  Google Scholar 

  • O. Strobel, N. Dadabaeva, K. Felix, T. Hackert, N.A. Giese, R. Jesenofsky, J. Werner, Langenbeck’s Arch. Surg. / Dtsch. Gesellschaft Für Chir. 401, 89 (2016)

    Article  Google Scholar 

  • T. Stylianopoulos, J.D. Martin, V.P. Chauhan, S.R. Jain, B. Diop-Frimpong, N. Bardeesy, B.L. Smith, C.R. Ferrone, F.J. Hornicek, Y. Boucher, L.L. Munn, R.K. Jain, Proc. Natl. Acad. Sci. U. S. A. 109, 15101 (2012)

    Article  Google Scholar 

  • A. Suetsugu, C.S. Snyder, H. Moriwaki, S. Saji, M. Bouvet, R.M. Hoffman, Anticancer Res. 35, 2545 (2015)

    Google Scholar 

  • K. E. Sung, G. Su, C. Pehlke, S. M. Trier, K. W. Eliceiri, P. J. Keely, A. Friedl, D. J. Beebe, Biomaterials 30, (2009)

  • K. E. Sung, N. Yang, C. Pehlke, P. J. Keely, K. W. Eliceiri, A. Friedl, D. J. Beebe, Integr. Biol. 3, (2011)

  • L. Tian, Z.-P. Lu, B.-B. Cai, L.-T. Zhao, D. Qian, Q.-C. Xu, P.-F. Wu, Y. Zhu, J.-J. Zhang, Q. Du, Y. Miao, K.-R. Jiang, Int. J. Oncol. 48, 783 (2016)

    Google Scholar 

  • J. Tod, V. Jenei, G. Thomas, D. Fine, Pancreatology (2012)

  • T. Velling, J. Risteli, K. Wennerberg, D.F. Mosher, S. Johansson, J. Biol. Chem. 277, 37377 (2002)

    Article  Google Scholar 

  • A. Vonlaufen, S. Joshi, C.F. Qu, P.A. Phillips, Z.H. Xu, N.R. Parker, C.S. Toi, R.C. Pirola, J.S. Wilson, D. Goldstein, M.V. Apte, Cancer Res. 68, 2085 (2008)

    Article  Google Scholar 

  • C. J. Whatcott, H. Han, D. D. Von Hoff, Cancer J. 21, 299 (2015)

  • A.Y. Wehr, E.E. Furth, V. Sangar, I.A. Blair, K.H. Yu, Pancreas 40, 557 (2011)

    Article  Google Scholar 

  • K. Wolf, Y.I. Wu, Y. Liu, J. Geiger, E. Tam, C. Overall, M.S. Stack, P. Friedl, Nat. Cell Biol. 9, 893 (2007)

    Article  Google Scholar 

  • K. Wolf, M. te Lindert, M. Krause, S. Alexander, J. te Riet, A.L. Willis, R.M. Hoffman, C.G. Figdor, S.J. Weiss, P. Friedl, J. Cell Biol. 201, 1069 (2013)

    Article  Google Scholar 

  • M.A. Wozniak, R. Desai, P.A. Solski, C.J. Der, P.J. Keely, J. Cell Biol. 163, 583 (2003)

    Article  Google Scholar 

  • J.B. Wyckoff, S.E. Pinner, S. Gschmeissner, J.S. Condeelis, E. Sahai, Curr. Biol. 16, 1515 (2006)

    Article  Google Scholar 

  • Z.H. Xu, A. Vonlaufen, P.A. Phillips, E. Fiala-Beer, X.G. Zhang, L. Yang, A.V. Biankin, D. Goldstein, R.C. Pirola, J.S. Wilson, M.V. Apte, Am. J. Pathol. 177, 2585 (2010)

    Article  Google Scholar 

  • H. Yamaguchi, R. Sakai, Cancers (Basel) 7, 2054 (2015)

    Article  Google Scholar 

  • H. Yamaguchi, N. Yoshida, M. Takanashi, Y. Ito, K. Fukami, K. Yanagihara, M. Yashiro, R. Sakai, PLoS One 9, (2014)

  • N. Yang, A. Friedl, PLoS One 11, e0150132 (2016)

    Article  Google Scholar 

  • N. Yang, R. Mosher, S. Seo, D. Beebe, A. Friedl, Am. J. Pathol. 178, 325 (2011)

    Article  Google Scholar 

Download references

Acknowledgments

The authors would like to acknowledge the Translational Research Initiatives in Pathology Laboratory, Translational Science BioBank, and Experimental Pathology Laboratory for services including histology and tissue acquisition. We also thank Dr. Patricia Keely for useful discussions, and members of the Beebe Lab for help with microchannel fabrication. We acknowledge funding from the Laboratory for Optical and Computational Instrumentation, the UW School of Pharmacy, and the National Institutes of Health (NIH) grant P30 CA014520 to the University of Wisconsin Carbone Cancer Center (for shared services).

Author contributions

CRD, AGL, SMW, KWE, and WJK conceived and designed the study. CRD performed all experiments and analyzed data with support from CRE. CRD, KWE, and WJK wrote the manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to W. John Kao.

Ethics declarations

Disclosures

The authors declare no potential conflicts of interest.

Electronic supplementary material

Below is the link to the electronic supplementary material.

ESM 1

(PDF 201 kb)

ESM 2

(PDF 53 kb)

ESM 3

(PDF 161 kb)

ESM 4

(PDF 204 kb)

ESM 5

(PDF 84 kb)

ESM 6

(PDF 14 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Drifka, C.R., Loeffler, A.G., Esquibel, C.R. et al. Human pancreatic stellate cells modulate 3D collagen alignment to promote the migration of pancreatic ductal adenocarcinoma cells. Biomed Microdevices 18, 105 (2016). https://doi.org/10.1007/s10544-016-0128-1

Download citation

  • Published:

  • DOI: https://doi.org/10.1007/s10544-016-0128-1

Keywords

Navigation