Pancreatic ductal adenocarcinoma progression is restrained by stromal matrix
Open accessAbstract
Desmoplasia describes the deposition of extensive extracellular matrix and defines primary pancreatic ductal adenocarcinoma (PDA). The acellular component of this stroma has been implicated in PDA pathogenesis and is being targeted therapeutically in clinical trials. By analyzing the stromal content of PDA samples from numerous annotated PDA data sets and correlating stromal content with both anatomic site and clinical outcome, we found PDA metastases in the liver, the primary cause of mortality to have less stroma, have higher tumor cellularity than primary tumors. Experimentally manipulating stromal matrix with an anti-lysyl oxidase like-2 (anti-LOXL2) antibody in syngeneic orthotopic PDA mouse models significantly decreased matrix content, led to lower tissue stiffness, lower contrast retention on computed tomography, and accelerated tumor growth, resulting in diminished overall survival. These studies suggest an important protective role of stroma in PDA and urge caution in clinically deploying stromal depletion strategies.
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Depletion of stromal fibroblasts through hedgehog inhibition, epithelial sonic hedgehog deletion, stromal ablation, or LOXL2 inhibition increases tumor access to blood supply and facilitates metastasis, with deleterious consequences.
“depletion of stromal fibroblasts through hedgehog inhibition, epithelial sonic hedgehog deletion, stromal ablation, or inhibition of lysyl oxidase like-2 increases tumor access to the blood supply and facilitates metastasis, having deleterious consequences on natural history of the disease159–162”
From Pancreatic cancer: Advances and challenges (2023) · cites this paper as [161]
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Spencer, P. M., Cameron, J. L., & Lin, L. (2000) · Cited by 7,202 · see citing works
Increased Survival in Pancreatic Cancer with nab-Paclitaxel plus Gemcitabine
Von Hoff, D. D., Ervin, T., Arena, F. P., Chiorean, E. G., Infante, J., Moore, M., Seay, T., Tjulandin, S. A., Ma, W. W., Saleh, M. N., et al. (2013) · New England Journal of Medicine · doi:10.1056/nejmoa1304369 · Cited by 6,712 · see citing works
Genomic analyses identify molecular subtypes of pancreatic cancer
Bailey, P., Chang, D. K., Nones, K., Johns, A. L., Patch, A.-M., Gingras, M.-C., Miller, D. K., Christ, A. N., Bruxner, T. J. C., Quinn, M. C., et al. (2016) · Nature · doi:10.1038/nature16965 · Cited by 3,621 · see citing works
Mesenchymal stem cells within tumour stroma promote breast cancer metastasis
Karnoub, A. E., Dash, A. B., Vo, A. P., Sullivan, A., Brooks, M. W., Bell, G. W., Richardson, A. L., Polyak, K., Tubo, R., & Weinberg, R. A. (2007) · Nature · doi:10.1038/nature06188 · Cited by 3,206 · see citing works
Olive, K. P., Jacobetz, M. A., Davidson, C. J., Gopinathan, A., McIntyre, D., Honess, D., Madhu, B., Goldgraben, M. A., Caldwell, M. E., Allard, D., et al. (2009) · Science · doi:10.1126/science.1171362 · Cited by 3,170 · see citing works
Özdemir, B. C., Pentcheva-Hoang, T., Carstens, J. L., Zheng, X., Wu, C.-C., Simpson, T. R., Laklai, H., Sugimoto, H., Kahlert, C., Novitskiy, S. V., et al. (2014) · Cancer Cell · doi:10.1016/j.ccr.2014.04.005 · Cited by 2,681 · see citing works
Self-citationDistinct populations of inflammatory fibroblasts and myofibroblasts in pancreatic cancer
Öhlund, D., Handly-Santana, A., Biffi, G., Elyada, E., Almeida, A. S., Ponz-Sarvise, M., Corbo, V., Oni, T. E., Hearn, S. A., Lee, E. J., et al. (2017) · Journal of Experimental Medicine · doi:10.1084/jem.20162024 · Cited by 2,590 · see citing works
Distant metastasis occurs late during the genetic evolution of pancreatic cancer
Yachida, S., Jones, S., Bozic, I., Antal, T., Leary, R., Fu, B., Kamiyama, M., Hruban, R. H., Eshleman, J. R., Nowak, M. A., et al. (2010) · Nature · doi:10.1038/nature09515 · Cited by 2,502 · see citing works
Provenzano, P. P., Cuevas, C., Chang, A. E., Goel, V. K., Von Hoff, D. D., & Hingorani, S. R. (2012) · Cancer Cell · doi:10.1016/j.ccr.2012.01.007 · Cited by 2,195 · see citing works
Moffitt, R. A., Marayati, R., Flate, E. L., Volmar, K. E., Loeza, S. G. H., Hoadley, K. A., Rashid, N. U., Williams, L. A., Eaton, S. C., Chung, A. H., et al. (2015) · Nature Genetics · doi:10.1038/ng.3398 · Cited by 2,194 · see citing works
Self-citationKleeff, J., Korc, M., Apte, M., La Vecchia, C., Johnson, C. D., Biankin, A. V., Neale, R. E., Tempero, M., Tuveson, D. A., Hruban, R. H., et al. (2016) · Nature Reviews Disease Primers · doi:10.1038/nrdp.2016.22 · Cited by 1,982 · see citing works
Self-citationSubtypes of pancreatic ductal adenocarcinoma and their differing responses to therapy
Collisson, E. A., Sadanandam, A., Olson, P., Gibb, W. J., Truitt, M., Gu, S., Cooc, J., Weinkle, J., Kim, G. E., Jakkula, L., et al. (2011) · Nature Medicine · doi:10.1038/nm.2344 · Cited by 1,967 · see citing works
Self-citationBiffi, G., Oni, T. E., Spielman, B., Hao, Y., Elyada, E., Park, Y., Preall, J., & Tuveson, D. A. (2019) · Cancer Discovery · doi:10.1158/2159-8290.cd-18-0710 · Cited by 1,360 · see citing works
Hyaluronan impairs vascular function and drug delivery in a mouse model of pancreatic cancer
Jacobetz, M. A., Chan, D. S., Neesse, A., Bapiro, T. E., Cook, N., Frese, K. K., Feig, C., Nakagawa, T., Caldwell, M. E., Zecchini, H. I., et al. (2013) · Gut · doi:10.1136/gutjnl-2012-302529 · Cited by 1,120 · see citing works
Barry-Hamilton, V., Spangler, R., Marshall, D., McCauley, S., Rodriguez, H. M., Oyasu, M., Mikels, A., Vaysberg, M., Ghermazien, H., Wai, C., et al. (2010) · Nature Medicine · doi:10.1038/nm.2208 · Cited by 870 · see citing works
Tumor-stroma interactions in pancreatic ductal adenocarcinoma
Mahadevan, D., & Hoff, D. D. V. (2007) · Molecular Cancer Therapeutics · doi:10.1158/1535-7163.mct-06-0686 · Cited by 602 · see citing works
Stratification of pancreatic ductal adenocarcinomas based on tumor and microenvironment features
Puleo, F., Nicolle, R., Blum, Y., Cros, J., Marisa, L., Demetter, P., Quertinmont, E., Svrcek, M., Elarouci, N., Iovanna, J., et al. (2018) · Gastroenterology · doi:10.1053/j.gastro.2018.08.033 · Cited by 563 · see citing works
Catenacci, D. V. T., Junttila, M. R., Karrison, T., Bahary, N., Horiba, M. N., Nattam, S. R., Marsh, R., Wallace, J., Kozloff, M., Rajdev, L., et al. (2015) · Journal of Clinical Oncology · doi:10.1200/jco.2015.62.8719 · Cited by 561 · see citing works
Stromal response to Hedgehog signaling restrains pancreatic cancer progression
Lee, J. J., Perera, R. M., Wang, H., Wu, D.-C., Liu, X. S., Han, S., Fitamant, J., Jones, P. D., Ghanta, K. S., Kawano, S., et al. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1411679111 · Cited by 502 · see citing works
Pishvaian, M. J., Bender, R. J., Halverson, D., Rahib, L., Hendifar, A. E., Mikhail, S., Chung, V., Picozzi, V. J., Sohal, D., Blais, E. M., et al. (2018) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-18-0531 · Cited by 245 · see citing works
Self-citationNoll, E. M., Eisen, C., Stenzinger, A., Espinet, E., Muckenhuber, A., Klein, C., Vogel, V., Klaus, B., Nadler, W. M., Roesli, C., et al. (2016) · Nature Medicine · doi:10.1038/nm.4038 · Cited by 219 · see citing works
Self-citationKnudsen, E. S., Vail, P. J., Balaji, U., Ngo, H., Botros, I. W., Makarov, V., Riaz, N., Balachandran, V. P., Leach, S. D., Thompson, D. M., et al. (2017) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-17-0162 · Cited by 191 · see citing works
Doherty, G. J., Tempero, M. A., & Corrie, P. G. (2017) · Future Oncology · doi:10.2217/fon-2017-0338 · Cited by 154 · see citing works
Self-citationThe Role of Stromal Myofibroblast and Extracellular Matrix in Tumor Angiogenesis
Vong, S., & Kalluri, R. (2011) · Genes & Cancer · doi:10.1177/1947601911423940 · Cited by 122 · see citing works
Why HALO 301 Failed and Implications for Treatment of Pancreatic Cancer
Hakim, N., Patel, R., Devoe, C., & Saif, M. W. (2019) · Pancreas - Open Journal · doi:10.17140/poj-3-e010 · Cited by 105 · see citing works
Muckenhuber, A., Berger, A. K., Schlitter, A. M., Steiger, K., Konukiewitz, B., Trumpp, A., Eils, R., Werner, J., Friess, H., Esposito, I., et al. (2017) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-17-2180 · Cited by 91 · see citing works
Self-citationTorphy, R. J., Wang, Z., True‐Yasaki, A., Volmar, K. E., Rashid, N. U., Yeh, B. M., Johansen, J. S., Hollingsworth, M. A., Yeh, J. J., & Collisson, E. A. (2018) · JCO Precision Oncology · doi:10.1200/po.17.00121 · Cited by 90 · see citing works
Self-citationRoy, I., McAllister, D. M., Gorse, E., Dixon, K. J., Piper, C., Zimmerman, N. P., Getschman, A. E., Tsai, S., Engle, D. D., Evans, D. B., et al. (2015) · Cancer Research · doi:10.1158/0008-5472.can-14-2645 · Cited by 74 · see citing works
Desmoplasia in Pancreatic Cancer. Can We Fight It?
Merika, E., Syrigos, K. N., & Saif, M. W. (2012) · Gastroenterology Research and Practice · doi:10.1155/2012/781765 · Cited by 68 · see citing works
Ho, C. K., Rahib, L., Liao, J. C., Sriram, G., & Dipple, K. M. (2014) · Molecular Genetics and Metabolism · doi:10.1016/j.ymgme.2014.11.003 · Cited by 17 · see citing works
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Halbrook, C. J., Lyssiotis, C. A., Pasca di Magliano, M., & Maitra, A. (2023) · Cell · doi:10.1016/j.cell.2023.02.014 · Cited by 1,321 · see citing works
Clinical and therapeutic relevance of cancer-associated fibroblasts
Chen, Y., McAndrews, K. M., & Kalluri, R. (2021) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-021-00546-5 · Cited by 1,230 · see citing works
Yuan, Z., Li, Y., Zhang, S., Wang, X., Dou, H., Yu, X., Zhang, Z., Yang, S., & Xiao, M. (2023) · Molecular Cancer · doi:10.1186/s12943-023-01744-8 · Cited by 977 · see citing works
Cancer associated fibroblasts in cancer development and therapy
Jia, H., Chen, X., Zhang, L., & Chen, M. (2025) · Journal of Hematology & Oncology · doi:10.1186/s13045-025-01688-0 · Cited by 252 · see citing works
Helms, E. J., Berry, M. W., Chaw, R. C., DuFort, C. C., Sun, D., Onate, M. K., Oon, C., Bhattacharyya, S., Sanford-Crane, H., Horton, W., et al. (2022) · Cancer Discovery · doi:10.1158/2159-8290.cd-21-0601 · Cited by 238 · see citing works
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Falcomatà, C., Bärthel, S., Schneider, G., Rad, R., Schmidt‐Supprian, M., & Saur, D. (2023) · Cancer Discovery · doi:10.1158/2159-8290.cd-22-0876 · Cited by 213 · see citing works
Extracellular Matrices and Cancer-Associated Fibroblasts: Targets for Cancer Diagnosis and Therapy?
Belhabib, I., Zaghdoudi, S., Lac, C., Bousquet, C., & Jean, C. (2021) · Cancers · doi:10.3390/cancers13143466 · Cited by 196 · see citing works
Kay, E. J., Paterson, K., Riera‐Domingo, C., Sumpton, D. P., Däbritz, J. H. M., Tardito, S., Boldrini, C., Hernandez-Fernaud, J. R., Athineos, D., Dhayade, S., et al. (2022) · Nature Metabolism · doi:10.1038/s42255-022-00582-0 · Cited by 180 · see citing works
Chitty, J. L., Yam, M., Perryman, L., Parker, A. L., Skhinas, J. N., Setargew, Y. F. I., Mok, E. T. Y., Tran, E., Grant, R. D., Latham, S. L., et al. (2023) · Nature Cancer · doi:10.1038/s43018-023-00614-y · Cited by 151 · see citing works
CAF-induced physical constraints controlling T cell state and localization in solid tumours
Arpinati, L., Carradori, G., & Scherz‐Shouval, R. (2024) · Nature reviews. Cancer · doi:10.1038/s41568-024-00740-4 · Cited by 160 · see citing works
Perez, V. M., Kearney, J. F., & Yeh, J. J. (2021) · Frontiers in Oncology · doi:10.3389/fonc.2021.751311 · Cited by 143 · see citing works
Self-citationSetargew, Y. F. I., Wyllie, K., Grant, R. D., Chitty, J. L., & Cox, T. R. (2021) · Cancers · doi:10.3390/cancers13030491 · Cited by 114 · see citing works
Tissue architecture in tumor initiation and progression
Almagro, J., Messal, H. A., Elósegui-Artola, A., van Rheenen, J., & Behrens, A. (2022) · Trends in cancer · doi:10.1016/j.trecan.2022.02.007 · Cited by 88 · see citing works
Mechanical forces in the tumor microenvironment: roles, pathways, and therapeutic approaches
Zhang, Y., Fu, Q., Sun, W., Yue, Q., He, P., Niu, D., & Zhang, M. (2025) · Journal of Translational Medicine · doi:10.1186/s12967-025-06306-8 · Cited by 82 · see citing works
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Ouellette, J. N., Drifka, C. R., Pointer, K. B., Liu, Y., Lieberthal, T. J., Kao, W. J., Kuo, J. S., Loeffler, A. G., & Eliceiri, K. W. (2021) · Bioengineering · doi:10.3390/bioengineering8020017 · Cited by 78 · see citing works
Alonso‐Nocelo, M., Ruíz-Cañas, L., Sancho, P., Görgülü, K., Alcalá, S., Pedrero, C., Vallespinós, M., López-Gil, J. C., Ochando, M., García-García, E., et al. (2022) · Gut · doi:10.1136/gutjnl-2021-325564 · Cited by 80 · see citing works
Liu, H., Shi, Y., & Qian, F. (2021) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2021.02.012 · Cited by 77 · see citing works
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Flies, D. B., Langermann, S., Jensen, C., Karsdal, M. A., & Willumsen, N. (2023) · Frontiers in Immunology · doi:10.3389/fimmu.2023.1199513 · Cited by 76 · see citing works
Micke, P., Strell, C., Mattsson, J. S. M., Martín-Bernabé, A., Brunnström, H., Huvila, J. K., Sund, M., Wärnberg, F., Pontén, F., Glimelius, B. L. G., et al. (2021) · EBioMedicine · doi:10.1016/j.ebiom.2021.103269 · Cited by 65 · see citing works
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Chowdhury, F., Huang, B., & Wang, N. (2021) · Cytoskeleton · doi:10.1002/cm.21658 · Cited by 60 · see citing works
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Wang, W., Wang, X., Yao, F., & Huang, C. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms232012270 · Cited by 63 · see citing works
Herting, C. J., Karpovsky, I., & Lesinski, G. B. (2021) · Cancer and Metastasis Reviews · doi:10.1007/s10555-021-09988-w · Cited by 61 · see citing works
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Espona‐Fiedler, M., Patthey, C., Lindblad, S., Sarró, I., & Öhlund, D. (2024) · Biochemical Pharmacology · doi:10.1016/j.bcp.2024.116492 · Cited by 59 · see citing works
Greene, M. K., Johnston, M. C., & Scott, C. J. (2021) · Cancers · doi:10.3390/cancers13246175 · Cited by 56 · see citing works
Mucciolo, G., Curcio, C., Roux, C., Li, W. Y., Capello, M., Curto, R., Chiarle, R., Giordano, D., Satolli, M. A., Lawlor, R. T., et al. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2020395118 · Cited by 54 · see citing works
Carlo, S. E. D., Raffenne, J., Varet, H., Ode, A., Granados, D. C., Stein, M., Legendre, R., Tuckermann, J. P., Bousquet, C., & Peduto, L. (2023) · Nature Immunology · doi:10.1038/s41590-023-01642-7 · Cited by 49 · see citing works
Gampala, S., Shah, F., Lu, X., Moon, H., Babb, O., Ganesh, N. U., Sandusky, G. E., Hulsey, E. L., Armstrong, L., Mosley, A. L., et al. (2021) · Journal of Experimental & Clinical Cancer Research · doi:10.1186/s13046-021-02046-x · Cited by 45 · see citing works
Self-citationGroup Young Researchers in Inflammatory Carcinogenesis, Wandmacher, A. M., Mehdorn, A., & Sebens, S. (2021) · Cancers · doi:10.3390/cancers13194932 · Cited by 44 · see citing works
Zheng, R., Liu, X., Zhang, Y., Liu, Y., Wang, Y.-P., Guo, S., Jin, X., Zhang, J., Guan, Y., & Liu, Y. (2024) · Frontiers in Immunology · doi:10.3389/fimmu.2024.1383978 · Cited by 43 · see citing works
Ultrasound improved immune adjuvant delivery to induce DC maturation and T cell activation
Wang, X., Shi, Z., Luo, J., Zeng, Y., He, L., Chen, L., Yao, J., Zhang, T., & Huang, P. (2022) · Journal of Controlled Release · doi:10.1016/j.jconrel.2022.06.054 · Cited by 43 · see citing works
Stroma-targeting strategies in pancreatic cancer: Past lessons, challenges and prospects
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A Quick Guide to CAF Subtypes in Pancreatic Cancer
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Ritchie, S., Reed, D. A., Pereira, B., & Timpson, P. (2021) · Faculty Reviews · doi:10.12703/r/10-4 · Cited by 39 · see citing works
Willumsen, N., Jensen, C., Green, G. A., Nissen, N. I., Neely, J., Nelson, D. M., Pedersen, R. S., Frederiksen, P., Chen, I. M., Boisen, M. K., et al. (2022) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-022-04226-0 · Cited by 37 · see citing works
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Cano, A., Eraso, P., Mazón, M. J., & Portillo, F. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms241814405 · Cited by 38 · see citing works
Wei, D., Cheng, X., Du, C., Wang, Y., Sun, J., Li, C., Wu, J., Tian, X., Zhao, Y., Nie, G., et al. (2022) · Nano Today · doi:10.1016/j.nantod.2022.101533 · Cited by 35 · see citing works
Papalazarou, V., Drew, J., Juin, A., Spence, H. J., Whitelaw, J., Nixon, C., Salmerón‐Sánchez, M., & Machesky, L. M. (2022) · Journal of Cell Science · doi:10.1242/jcs.259978 · Cited by 35 · see citing works
Swietlik, J. J., Bärthel, S., Falcomatà, C., Fink, D., Sinha, A., Cheng, J., Ebner, S., Landgraf, P., Dieterich, D. C., Daub, H., et al. (2023) · Nature Communications · doi:10.1038/s41467-023-38171-8 · Cited by 36 · see citing works
Zhang, X., Al-Danakh, A. Y., Zhu, X., Feng, D., Yang, L., Wu, H., Li, Y., Wang, S., Chen, Q., & Yang, D. (2024) · Bioengineering & Translational Medicine · doi:10.1002/btm2.10698 · Cited by 36 · see citing works
Remodeling tumor microenvironment with nanomedicines
Martin, J. D., Miyazaki, T., & Cabral, H. (2021) · Wiley Interdisciplinary Reviews Nanomedicine and Nanobiotechnology · doi:10.1002/wnan.1730 · Cited by 34 · see citing works
Yang, Z., Xue, F. S., Li, M., Zhu, X., Lu, X., Wang, C., Xu, E., Wang, X., Zhang, L., Heng, Y., et al. (2021) · Frontiers in Oncology · doi:10.3389/fonc.2021.753330 · Cited by 34 · see citing works
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Datta, R., Sivanand, S., Lau, A. N., Florek, L., Barbeau, A. M., Wyckoff, J. B., Skala, M. C., & Heiden, M. G. V. (2022) · Science Advances · doi:10.1126/sciadv.abg6383 · Cited by 33 · see citing works
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Zeltz, C., Navab, R., Heljäsvaara, R., Kusche‐Gullberg, M., Lü, N., Tsao, M., & Gullberg, D. (2022) · Journal of Cell Communication and Signaling · doi:10.1007/s12079-022-00673-3 · Cited by 31 · see citing works
Rauth, S., Malafa, M. P., Ponnusamy, M. P., & Batra, S. K. (2024) · Gastroenterology · doi:10.1053/j.gastro.2024.05.005 · Cited by 29 · see citing works
Sato, S., Hiruma, T., Koizumi, M., Yoshihara, M., Nakamura, Y., Tadokoro, H., Motomatsu, S., Yamanaka, T., Washimi, K., Okubo, Y., et al. (2023) · Cancer Science · doi:10.1111/cas.15786 · Cited by 28 · see citing works
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Pereira, B., Ritchie, S., Chambers, C. R., Gordon, K. A., Magenau, A., Murphy, K. J., Nobis, M., Tyma, V. M., Liew, Y. F., Lucas, M. C., et al. (2024) · Science Advances · doi:10.1126/sciadv.adl1197 · Cited by 25 · see citing works
Kuznetsova, A. V., Попова, О. П., Panchenkov, D. N., Dyuzheva, Т. G., & Aa, I. (2022) · Clinical and Experimental Medicine · doi:10.1007/s10238-022-00886-1 · Cited by 24 · see citing works
Horst, E. N., Bregenzer, M. E., Mehta, P., Snyder, C. S., Repetto, T., Yang‐Hartwich, Y., & Mehta, G. (2021) · Acta Biomaterialia · doi:10.1016/j.actbio.2021.04.041 · Cited by 23 · see citing works
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Focal adhesion kinase priming in pancreatic cancer, altering biomechanics to improve chemotherapy
Murphy, K. J., Zhu, J., Trpceski, M., Pereira, B., Timpson, P., & Herrmann, D. (2022) · Biochemical Society Transactions · doi:10.1042/bst20220162 · Cited by 20 · see citing works
Mechanical signatures of human colon cancers
Lopez‐Crapez, E., Costa, L., Tosato, G., Ramos, J., Mazard, T., Guiramand, J., Thierry, A. R., Colinge, J., Milhiet, P., & Bénistant, C. (2022) · Scientific Reports · doi:10.1038/s41598-022-16669-3 · Cited by 19 · see citing works
The biology of pancreatic cancer morphology
McDonald, O. G. (2021) · Pathology · doi:10.1016/j.pathol.2021.09.012 · Cited by 18 · see citing works
Tumour microenvironment and heterotypic interactions in pancreatic cancer
Velasco, R. M., García, A. G., Sánchez, P. J., Sellart, I. M., & Lobo, V. J. S.-A. (2022) · Journal of Physiology and Biochemistry · doi:10.1007/s13105-022-00875-8 · Cited by 18 · see citing works
Nanomedicine and epigenetics: New alliances to increase the odds in pancreatic cancer survival
Urbanova, M., Cihova, M., Buociková, V., Slopovský, J., Dubovan, P., Pinďák, D., Tomáš, M., García‐Bermejo, L., Rodríguez-Garrote, M., Earl, J., et al. (2023) · Biomedicine & Pharmacotherapy · doi:10.1016/j.biopha.2023.115179 · Cited by 18 · see citing works
Chen, F., Fu, Y., Bai, G., Qiu, J., & Hua, K. (2025) · Frontiers in Pharmacology · doi:10.3389/fphar.2025.1634413 · Cited by 17 · see citing works
Systematic Analysis of Expression and Prognostic Values of Lysyl Oxidase Family in Gastric Cancer
Wang, L., Cao, S., Zhai, R., Zhao, Y., & Song, G. (2022) · Frontiers in Genetics · doi:10.3389/fgene.2021.760534 · Cited by 16 · see citing works
Agostini, A., Orlacchio, A., Carbone, C., & Guerriero, I. (2022) · Frontiers in Immunology · doi:10.3389/fimmu.2022.876291 · Cited by 14 · see citing works
Caston, R. A., Shah, F., Starcher, C. L., Wireman, R., Babb, O., Grimard, M., McGeown, J., Armstrong, L., Tong, Y., Пили, Р., et al. (2020) · Journal of Cellular and Molecular Medicine · doi:10.1111/jcmm.16132 · Cited by 13 · see citing works
Emerging nanoparticle-based therapies for pancreatic cancer: Current clinical landscape
Salgado-Pascual, A., Zalba, S., Lasarte, J. J., & Garrido, M. J. (2025) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2025.115760 · Cited by 15 · see citing works
Zhou, M., Zhou, C., Geng, H., Huang, Z., Lin, Z., Wang, Y., Zhu, Y., Shi, J. T., Tan, J., Guo, L., et al. (2024) · Small · doi:10.1002/smll.202406245 · Cited by 14 · see citing works
Prediction of Tumor Cellularity in Resectable PDAC from Preoperative Computed Tomography Imaging
Jungmann, F., Kaissis, G. A., Ziegelmayer, S., Harder, F., von Schilling, C., Yen, H.-Y., Steiger, K., Weichert, W., Schirren, R., Demir, I. E., et al. (2021) · Cancers · doi:10.3390/cancers13092069 · Cited by 14 · see citing works
Self-citationFibrosis in Mesothelioma: Potential Role of Lysyl Oxidases
Perryman, L., & Gray, S. G. (2022) · Cancers · doi:10.3390/cancers14040981 · Cited by 13 · see citing works
Zhang, Y., Dong, Q., An, Q., Zhang, C., Mohagheghian, E., Niu, B., Qi, F., Wei, F., Chen, S., Chen, X., et al. (2022) · Advanced Science · doi:10.1002/advs.202203173 · Cited by 12 · see citing works
Context Matters: Response Heterogeneity to Collagen-Targeting Approaches in Desmoplastic Cancers
Fuller, A. M., & Eisinger‐Mathason, T. S. K. (2022) · Cancers · doi:10.3390/cancers14133132 · Cited by 13 · see citing works
Kong, B., Fan, Q., Wang, X., Zhang, Q. H., & Zhang, G. (2022) · World Journal of Gastroenterology · doi:10.3748/wjg.v28.i26.3101 · Cited by 12 · see citing works
Amaral, M. J., Amaral, M., Freitas, J. S., Oliveira, R. C., Serôdio, M., Cipriano, M. A., & Tralhão, J. G. (2023) · Diagnostics · doi:10.3390/diagnostics13040655 · Cited by 12 · see citing works
Guo, S., & Wang, Z. (2024) · Frontiers in Oncology · doi:10.3389/fonc.2024.1349308 · Cited by 12 · see citing works
Self-citationCancer-Associated Fibroblasts in Intrahepatic Cholangiocarcinoma
Affò, S., Sererols-Viñas, L., Garcia‐Vicién, G., Cadamuro, M., Chakraborty, S., & Sirica, A. E. (2024) · American Journal Of Pathology · doi:10.1016/j.ajpath.2024.07.009 · Cited by 12 · see citing works
The Origin of Stroma Influences the Biological Characteristics of Oral Squamous Cell Carcinoma
Omori, H., Shan, Q., Takabatake, K., Nakano, K., Kawai, H., Sukegawa, S., Tsujigiwa, H., & Nagatsuka, H. (2021) · Cancers · doi:10.3390/cancers13143491 · Cited by 12 · see citing works
The mechanics of anoikis resistance in cancer
Corsini, M., Domenichini, M., Moreschi, E., & Mitola, S. M. F. (2025) · Biochimica et Biophysica Acta (BBA) - Reviews on Cancer · doi:10.1016/j.bbcan.2025.189498 · Cited by 11 · see citing works
Resovi, A., Persichitti, P., Brunelli, L., Minoli, L., Borsotti, P., Garattini, G., Tironi, M., Dugnani, E., Redegalli, M., Simone, G. D., et al. (2023) · Journal of Experimental & Clinical Cancer Research · doi:10.1186/s13046-023-02778-y · Cited by 9 · see citing works
Kawahara, K., Takano, S., Furukawa, K., Takayashiki, T., Kuboki, S., & Ohtsuka, M. (2022) · Clinical & Experimental Metastasis · doi:10.1007/s10585-021-10142-7 · Cited by 9 · see citing works
Yang, Q., Mao, Y., Han, Y., Li, K., Hu, W., Zhou, J., Gong, X., Huang, S., Zhang, R., Liu, L., et al. (2025) · Research · doi:10.34133/research.0937 · Cited by 8 · see citing works
Peng, X. L., McCabe, I. C., Kharitonova, E. V., Xu, Y., Zhao, R. T., Luan, C., Kearney, J. F., Kren, N. P., Hariharan, A., Lee, J. J., et al. (2026) · Cell Reports Medicine · doi:10.1016/j.xcrm.2026.102611 · Cited by 8 · see citing works
Self-citationMejia, I., Bodapati, S., Chen, K. T., & Díaz, B. (2020) · Biomedicines · doi:10.3390/biomedicines8100401 · Cited by 8 · see citing works
Targeting stiff stroma by neutralizing LOX-mediated matrix crosslinking in pancreatic cancer
Zhang, S., Cai, Z., Jiang, L., Cai, S., Weng, Z., & Jiang, S. (2025) · Acta Pharmaceutica Sinica B · doi:10.1016/j.apsb.2025.03.010 · Cited by 7 · see citing works
Qiao, Y., Yin, H., Zhang, Y., Zhang, J., & Dong, Q. (2025) · Frontiers in Immunology · doi:10.3389/fimmu.2025.1585858 · Cited by 6 · see citing works
Targets in the Tumour Matrisome to Promote Cancer Therapy Response
Jalil, S. M. A., Henry, J. C., & Cameron, A. J. M. (2024) · Cancers · doi:10.3390/cancers16101847 · Cited by 6 · see citing works
Franco, A., Duryea, J., & McDonald, O. G. (2023) · Cancer and Metastasis Reviews · doi:10.1007/s10555-023-10116-z · Cited by 5 · see citing works
Kay, E. J., Paterson, K., Domingo, C. R., Sumpton, D. P., Daebritz, H., Tardito, S., Boldrini, C., Hernandez-Fernaud, J. R., Athineos, D., Dhayade, S., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.05.30.125237 · Cited by 6 · see citing works
Barrett, A., Maslanka, M. D., Darula, Z., McCabe, M. C., Saviola, A. J., Schmitt, L. R., Weaver, V. M., Pitts, T. M., Messersmith, W. A., & Hansen, K. C. (2025) · Biochemistry · doi:10.1021/acs.biochem.5c00125 · Cited by 5 · see citing works
Self-citationNasiraee, M. R., Shahrivari, S., Sayad, S., Mahdavi, H., Saraygord‐Afshari, N., & Bagheri, Z. (2023) · Cytotechnology · doi:10.1007/s10616-023-00578-y · Cited by 5 · see citing works
Liu, J., Lei, B., Yu, X., Li, Y., Deng, Y., Yang, G., Li, Z., Liu, T., & Ye, L. (2022) · Frontiers in Immunology · doi:10.3389/fimmu.2022.888339 · Cited by 6 · see citing works
Bouchart, C., Senar, O. A., Navez, J., Verset, L., Boisson, A., Hein, M., Stosic, K., Quertinmont, E., Tafciu, V., Zhao, S., et al. (2026) · British Journal of Cancer · doi:10.1038/s41416-025-03274-0 · Cited by 4 · see citing works
Rashid, F., & Wang, N. (2026) · Mechanobiology in medicine · doi:10.1016/j.mbm.2026.100179 · Cited by 4 · see citing works
Tumor Microenvironment: Recent Advances in Immunotherapies of Pancreatic Cancer
Thankachan, S. V., Jayaraman, V., Datta, L., Apthi, S., Zaman, B. F., Gurunathan, R., Suresh, A., Chandrakesan, P., Vinayagam, R., Kang, S. G., et al. (2025) · Medicina · doi:10.3390/medicina61101776 · Cited by 5 · see citing works
Mancha, S., Horan, M., Pasachhe, O., Keikhosravi, A., Eliceiri, K. W., Matkowskyj, K. A., Notbohm, J., Skala, M. C., & Campagnola, P. J. (2024) · Acta Biomaterialia · doi:10.1016/j.actbio.2024.08.026 · Cited by 4 · see citing works
Drivers of Pancreatic Cancer: Beyond the Big 4
Porcza, L. M., Ballesteros-Cillero, R., Lam, L. T., Maiello, C., & Leslie, N. R. (2025) · Cancers · doi:10.3390/cancers17142354 · Cited by 4 · see citing works
α11β1: A Mesenchymal Collagen-Binding Integrin with a Central Role in Tissue and Tumor Fibrosis
Zeltz, C., & Gullberg, D. (2023) · Biology of extracellular matrix · doi:10.1007/978-3-031-23781-2_7 · Cited by 3 · see citing works
Cellular mechanometabolism: stimuli and implications
Ortiz, I., Lopez, S., Kondapaneni, R. V., Hernández, J. A., Boone, K., & Reinhart‐King, C. A. (2026) · EMBO Reports · doi:10.1038/s44319-026-00795-4 · Cited by 3 · see citing works
Qu, C., Liu, J., Cen, J., Tian, M., Chai, Y., Xia, P., Zhou, R., Ma, J., Wang, H., Yuan, H., et al. (2026) · Cell Reports Medicine · doi:10.1016/j.xcrm.2026.102843 · Cited by 2 · see citing works
Road Map to Defeat Pancreatic Cancer
Ferguson, L. P., & Tuveson, D. A. (2025) · Annual Review of Cancer Biology · doi:10.1146/annurev-cancerbio-060624-044323 · Cited by 2 · see citing works
Integrins in Cancer: Refocusing on the Tumor Microenvironment
Zeltz, C., Lü, N., Heljäsvaara, R., & Gullberg, D. (2022) · Biology of extracellular matrix · doi:10.1007/978-3-030-99708-3_11 · Cited by 2 · see citing works
LOXL2 in pancreatic tumourigenesis: the complexity of tumour–stromal crosstalk exemplified
Coffelt, S. B., & Morton, J. P. (2022) · Gut · doi:10.1136/gutjnl-2022-327430 · Cited by 2 · see citing works
- Authors
- Jiang, H., Torphy, R. J., Steiger, K., Hongo, H., Ritchie, A. J., Kriegsmann, M., Horst, D., Umetsu, S. E., Joseph, N. M., McGregor, K., Pishvaian, M. J., Blais, E. M., Lu, B., Li, M., Hollingsworth, M., Stashko, C., Volmar, K., Yeh, J. J., Weaver, V. M., Wang, Z. J., Tempero, M. A., Weichert, W., & Collisson, E. A.
- Affiliations
- University of California, San Francisco (US)
- University of Colorado Anschutz (US)
- Deutsches Konsortium für Translationale Krebsforschung (DE)
- University Hospital Heidelberg (DE)
- Charité – Universitätsmedizin Berlin (DE)
- Foundation Medicine (United States) (US)
- Johns Hopkins University (US)
- Bristol-Myers Squibb (United States) (US)
- University of Nebraska Medical Center (US)
- University of North Carolina at Chapel Hill (US)
- Corresponding author
- Collisson, Eric A.
- ORCID
- Jiang, Honglin
- Torphy, Robert J.
- Steiger, Katja
- Hongo, Henry
- Kriegsmann, Mark
- Horst, David
- Umetsu, Sarah E.
- Joseph, Nancy M.
- McGregor, Kimberly
- Pishvaian, Michael J.
- Blais, Edik M.
- Lu, Brian
- Li, Mingyu
- Hollingsworth, Michael
- Stashko, Connor
- Yeh, Jen Jen
- Weaver, Valerie M.
- Wang, Zhen J.
- Tempero, Margaret A.
- Weichert, Wilko
- Collisson, Eric A.
- Venue
- Journal of Clinical Investigation
- Published
- 2020-08-04
- Volume
- 130
- Issue
- 9
- Pages
- 4704-4709
- ISSN
- 0021-9738 (ISSN-L)
- 1558-8238
- PMC
- PMC7456216
- OpenAlex
- W3047538947
- Cited by
- 127
- References
- 30
- Citations by year
- 2026: 13 · 2025: 16 · 2024: 14 · 2023: 25 · 2022: 31 · 2021: 24 · 2020: 3
- FWCI
- 7.50
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Clinical Investigation (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- mediaTUM (Technical University of Munich) (submittedVersion)
- UNC Libraries
- Funders
- National Cancer Institute (R01CA178015, R01CA227807, R01CA222862)
- National Institutes of Health (CA193650, CA199064, NCATS Colorado CTSA TL1 TR002533)
- Deutsche Forschungsgemeinschaft (329628492)
- Topics
- Health Sciences › Medicine › Oncology › Pancreatic and Hepatic Oncology Research
- Health Sciences › Medicine › Surgery › Pancreatitis Pathology and Treatment
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Cellular Mechanics and Interactions
- Keywords
- pancreatic ductal adenocarcinoma, tumor stroma, desmoplasia, extracellular matrix, LOXL2, liver metastasis, tumor cellularity, tissue stiffness, tumor progression, overall survival, syngeneic mouse model
- MeSH terms
- Aged, Animals, Extracellular Matrix, Female, Humans, Male, Mice, Transgenic, Middle Aged, Pancreatic Neoplasms, Stromal Cells, Carcinoma, Pancreatic Ductal, Mice, Tumor Microenvironment
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