103 results on '"Jamin, Y"'
Search Results
2. SuperHistopath: A Deep Learning Pipeline for Mapping Tumor Heterogeneity on Low-Resolution Whole-Slide Digital Histopathology Images
- Author
-
Zormpas-Petridis K, Noguera R, Ivankovic D, Roxanis I, Jamin Y, and Yuan Y
- Subjects
neuroblastoma ,machine learning ,breast cancer ,melanoma ,deep learning ,tumor region classification ,digital pathology ,computational pathology - Abstract
High computational cost associated with digital pathology image analysis approaches is a challenge towards their translation in routine pathology clinic. Here, we propose a computationally efficient framework (SuperHistopath), designed to map global context features reflecting the rich tumor morphological heterogeneity. SuperHistopath efficiently combines i) a segmentation approach using the linear iterative clustering (SLIC) superpixels algorithm applied directly on the whole-slide images at low resolution (5x magnification) to adhere to region boundaries and form homogeneous spatial units at tissue-level, followed by ii) classification of superpixels using a convolution neural network (CNN). To demonstrate how versatile SuperHistopath was in accomplishing histopathology tasks, we classified tumor tissue, stroma, necrosis, lymphocytes clusters, differentiating regions, fat, hemorrhage and normal tissue, in 127 melanomas, 23 triple-negative breast cancers, and 73 samples from transgenic mouse models of high-risk childhood neuroblastoma with high accuracy (98.8%, 93.1% and 98.3% respectively). Furthermore, SuperHistopath enabled discovery of significant differences in tumor phenotype of neuroblastoma mouse models emulating genomic variants of high-risk disease, and stratification of melanoma patients (high ratio of lymphocyte-to-tumor superpixels (p = 0.015) and low stroma-to-tumor ratio (p = 0.028) were associated with a favorable prognosis). Finally, SuperHistopath is efficient for annotation of ground-truth datasets (as there is no need of boundary delineation), training and application (similar to 5 min for classifying a whole-slide image and as low as similar to 30 min for network training). These attributes make SuperHistopath particularly attractive for research in rich datasets and could also facilitate its adoption in the clinic to accelerate pathologist workflow with the quantification of phenotypes, predictive/prognosis markers.
- Published
- 2021
3. Oxygen-enhanced MRI can accurately identify, quantify and map tumour hypoxia in preclinical models
- Author
-
O'Connor, JPB, Boult, JKR, Jamin, Y, Babur, M, Finegan, KG, Williams, KJ, Reynolds, AR, Little, RA, Jackson, A, Parker, GJM, Waterton, JC, and Robinson, SP
- Published
- 2015
- Full Text
- View/download PDF
4. MYCN expression induces replication stress and sensitivity to PARP inhibition in neuroblastoma
- Author
-
King, D., Li, X.D., Almeida, G.S., Kwok, C., Gravells, P., Harrison, D., Burke, S., Hallsworth, A., Jamin, Y., George, S., Robinson, S.P., Lord, C.J., Poon, E., Yeomanson, D., Chesler, L., and Bryant, H.E.
- Subjects
neoplasms - Abstract
This study investigates the influence expression of the MYCN oncogene has on the DNA damage response, replication fork progression and sensitivity to PARP inhibition in neuroblastoma. In a panel of neuroblastoma cell lines, MYCN amplification or MYCN expression resulted in increased cell death in response to a range of PARP inhibitors (niraparib, veliparib, talazoparib and olaparib) compared to the response seen in non-expressing/amplified cells. MYCN expression slowed replication fork speed and increased replication fork stalling, an effect that was amplified by PARP inhibition or PARP1 depletion. Increased DNA damage seen was specifically induced in S-phase cells. Importantly, PARP inhibition caused a significant increase in the survival of mice bearing MYCN expressing tumours in a transgenic murine model of MYCN expressing neuroblastoma. Olaparib also sensitized MYCN expressing cells to camptothecin- and temozolomide-induced cell death to a greater degree than non-expressing cells. In summary, MYCN expression leads to increased replication stress in neuroblastoma cells. This effect is exaggerated by inhibition of PARP, resulting in S-phase specific DNA damage and ultimately increased tumour cell death. PARP inhibition alone or in combination with classical chemotherapeutics is therefore a potential therapeutic strategy for neuroblastoma and may be more effective in MYCN expressing tumours.
- Published
- 2020
5. Clinical and pre-clinical biomarkers of Regorafenib (REG) efficacy in metastatic colorectal cancer (mCRC) in a phase II trial
- Author
-
Khan, K., primary, Cunningham, D., additional, Vlachogiannis, G., additional, Hedayat, S., additional, Rata, M., additional, Koh, D-M., additional, Tunariu, N., additional, Jamin, Y., additional, Collins, D., additional, Chau, I., additional, Rao, S., additional, Watkins, D., additional, Starling, N., additional, Peckitt, C., additional, Fotiadis, N., additional, Saffery, C., additional, Hahne, J., additional, Fassan, M., additional, Braconi, C., additional, and Valeri, N., additional
- Published
- 2017
- Full Text
- View/download PDF
6. The ALK inhibitor PF-06463922 is effective as a single agent in neuroblastoma driven by expression of ALK and MYCN
- Author
-
Guan, J., Tucker, E. R., Wan, H., Chand, D., Danielson, L. S., Ruuth, Kristina, El Wakil, A., Witek, B., Jamin, Y., Umapathy, G., Robinson, S. P., Johnson, T. W., Smeal, T., Martinsson, T., Chesler, L., Palmer, R. H., Hallberg, B., Guan, J., Tucker, E. R., Wan, H., Chand, D., Danielson, L. S., Ruuth, Kristina, El Wakil, A., Witek, B., Jamin, Y., Umapathy, G., Robinson, S. P., Johnson, T. W., Smeal, T., Martinsson, T., Chesler, L., Palmer, R. H., and Hallberg, B.
- Abstract
The first-in-class inhibitor of ALK, c-MET and ROS1, crizotinib (Xalkori), has shown remarkable clinical efficacy in treatment of ALK-positive non-small cell lung cancer. However, in neuroblastoma, activating mutations in the ALK kinase domain are typically refractory to crizotinib treatment, highlighting the need for more potent inhibitors. The next-generation ALK inhibitor PF-06463922 is predicted to exhibit increased affinity for ALK mutants prevalent in neuroblastoma. We examined PF-06463922 activity in ALK-driven neuroblastoma models in vitro and in vivo. In vitro kinase assays and cell-based experiments examining ALK mutations of increasing potency show that PF-06463922 is an effective inhibitor of ALK with greater activity towards ALK neuroblastoma mutants. In contrast to crizotinib, single agent administration of PF-06463922 caused dramatic tumor inhibition in both subcutaneous and orthotopic xenografts as well as a mouse model of high-risk neuroblastoma driven by Th-ALK(F1174L)/MYCN. Taken together, our results suggest PF-06463922 is a potent inhibitor of crizotinib-resistant ALK mutations, and highlights an important new treatment option for neuroblastoma patients.
- Published
- 2016
- Full Text
- View/download PDF
7. Multi-parameter lead optimization to give an oral CHK1 inhibitor clinical candidate: (R)-5-((4-((morpholin-2-ylmethyl)amino)-5-(trifluoromethyl)pyridin-2-yl)amino)pyrazine-2-carbonitrile (CCT245737)
- Author
-
Collins, I., primary, Garrett, M.D., additional, van Montfort, R., additional, Osborne, J.D., additional, Matthews, T.P., additional, McHardy, T., additional, Proisy, N., additional, Cheung, K.J., additional, Lainchbury, M., additional, Brown, N., additional, Walton, M.I., additional, Eve, P.D., additional, Boxall, K.J., additional, Hayes, A., additional, Henley, A.T., additional, Valenti, M.R., additional, De Haven Brandon, A.K., additional, Box, G., additional, Westwood, I.M., additional, Jamin, Y., additional, Robinson, S.P., additional, Leonard, P., additional, Reader, J.C., additional, Aherne, G.W., additional, Raynaud, F.I., additional, and Eccles, S.A., additional
- Published
- 2016
- Full Text
- View/download PDF
8. Abstract B12: The ALK inhibitor PF-06463922 shows significant response as a single agent in ALK/MYCN driven models of neuroblastoma
- Author
-
Guan, J., primary, Danielson, L., additional, Chand, D., additional, Jamin, Y., additional, Ruuth, K., additional, Tucker, E., additional, Umapathy, G., additional, Wakil, A. El, additional, Witek, B., additional, Johnson, T. W., additional, Smeal, T., additional, Chesler, L., additional, Palmer, R. H., additional, and Hallberg, B., additional
- Published
- 2016
- Full Text
- View/download PDF
9. The ALK inhibitor PF-06463922 is effective as a single agent in neuroblastoma driven by expression of ALK and MYCN
- Author
-
Guan, J., primary, Tucker, E. R., additional, Wan, H., additional, Chand, D., additional, Danielson, L.S., additional, Ruuth, K., additional, El Wakil, A., additional, Witek, B., additional, Jamin, Y., additional, Umapathy, G., additional, Robinson, S.P., additional, Johnson, T.W., additional, Smeal, T., additional, Martinsson, T., additional, Chesler, L., additional, Palmer, R.H., additional, and Hallberg, B., additional
- Published
- 2016
- Full Text
- View/download PDF
10. The HIF-pathway inhibitor NSC-134754 induces metabolic changes and anti-tumour activity while maintaining vascular function
- Author
-
Baker, LCJ, Boult, JKR, Walker-Samuel, S, Chung, Y-L, Jamin, Y, Ashcroft, M, Robinson, SP, Ashcroft, Margaret [0000-0002-0066-3707], and Apollo - University of Cambridge Repository
- Subjects
Male ,Glucose Transporter Type 1 ,L-Lactate Dehydrogenase ,Antineoplastic Agents ,Neoplasms, Experimental ,Isoquinolines ,Cell Hypoxia ,Isoenzymes ,Proto-Oncogene Proteins c-myc ,Mice ,Necrosis ,Diffusion Magnetic Resonance Imaging ,Glucose ,Cell Line, Tumor ,Animals ,Blood Vessels ,Humans ,Hypoxia-Inducible Factor 1 ,Lactate Dehydrogenase 5 - Abstract
BACKGROUND: Hypoxia-inducible factor-1 (HIF-1) mediates the transcriptional response to hypoxic stress, promoting tumour progression and survival. This study investigated the acute effects of the small-molecule HIF-pathway inhibitor NSC-134754. METHODS: Human PC-3LN5 prostate cancer cells were treated with NSC-134754 for 24 h in hypoxia. Orthotopic prostate tumour-bearing mice were treated with a single dose of NSC-134754 for 6, 24 or 48 h. Treatment response was measured using magnetic resonance spectroscopy and imaging. Ex-vivo histological validation of imaging findings was also sought. RESULTS: In vitro, NSC-134754 significantly reduced lactate production and glucose uptake (P
- Published
- 2012
11. Diffusion-weighted MRI for imaging cell death after cytotoxic or apoptosis-inducing therapy
- Author
-
Papaevangelou, E, primary, Almeida, G S, additional, Jamin, Y, additional, Robinson, S P, additional, and deSouza, N M, additional
- Published
- 2015
- Full Text
- View/download PDF
12. 116P - Clinical and pre-clinical biomarkers of Regorafenib (REG) efficacy in metastatic colorectal cancer (mCRC) in a phase II trial
- Author
-
Khan, K., Cunningham, D., Vlachogiannis, G., Hedayat, S., Rata, M., Koh, D-M., Tunariu, N., Jamin, Y., Collins, D., Chau, I., Rao, S., Watkins, D., Starling, N., Peckitt, C., Fotiadis, N., Saffery, C., Hahne, J., Fassan, M., Braconi, C., and Valeri, N.
- Published
- 2017
- Full Text
- View/download PDF
13. HIGH GRADE GLIOMAS AND DIPG
- Author
-
Classen, C. F., primary, William, D., additional, Linnebacher, M., additional, Farhod, A., additional, Kedr, W., additional, Elsabe, B., additional, Fadel, S., additional, Van Gool, S., additional, De Vleeschouwer, S., additional, Koks, C., additional, Garg, A., additional, Ehrhardt, M., additional, Riva, M., additional, Agostinis, P., additional, Graf, N., additional, Yao, T.-W., additional, Yoshida, Y., additional, Zhang, J., additional, Ozawa, T., additional, James, D., additional, Nicolaides, T., additional, Kebudi, R., additional, Cakir, F. B., additional, Gorgun, O., additional, Agaoglu, F. Y., additional, Darendeliler, E., additional, Al-Kofide, A., additional, Al-Shail, E., additional, Khafaga, Y., additional, Al-Hindi, H., additional, Dababo, M., additional, Haq, A. U., additional, Anas, M., additional, Barria, M. G., additional, Siddiqui, K., additional, Hassounah, M., additional, Ayas, M., additional, van Zanten, S. V., additional, Jansen, M., additional, van Vuurden, D., additional, Huisman, M., additional, Vugts, D., additional, Hoekstra, O., additional, van Dongen, G., additional, Kaspers, G., additional, Cockle, J., additional, Ilett, E., additional, Scott, K., additional, Bruning-Richardson, A., additional, Picton, S., additional, Short, S., additional, Melcher, A., additional, Benesch, M., additional, Warmuth-Metz, M., additional, von Bueren, A. O., additional, Hoffmann, M., additional, Pietsch, T., additional, Kortmann, R.-D., additional, Eyrich, M., additional, Rutkowski, S., additional, Fruhwald, M. C., additional, Faber, J., additional, Kramm, C., additional, Porkholm, M., additional, Valanne, L., additional, Lonnqvist, T., additional, Holm, S., additional, Lannering, B., additional, Riikonen, P., additional, Wojcik, D., additional, Sehested, A., additional, Clausen, N., additional, Harila-Saari, A., additional, Schomerus, E., additional, Thorarinsdottir, H. K., additional, Lahteenmaki, P., additional, Arola, M., additional, Thomassen, H., additional, Saarinen-Pihkala, U. M., additional, Kivivuori, S.-M., additional, Buczkowicz, P., additional, Hoeman, C., additional, Rakopoulos, P., additional, Pajovic, S., additional, Morrison, A., additional, Bouffet, E., additional, Bartels, U., additional, Becher, O., additional, Hawkins, C., additional, Gould, T. W. A., additional, Rahman, C. V., additional, Smith, S. J., additional, Barrett, D. A., additional, Shakesheff, K. M., additional, Grundy, R. G., additional, Rahman, R., additional, Barua, N., additional, Cronin, D., additional, Gill, S., additional, Lowisl, S., additional, Hochart, A., additional, Maurage, C.-A., additional, Rocourt, N., additional, Vinchon, M., additional, Kerdraon, O., additional, Escande, F., additional, Grill, J., additional, Pick, V. K., additional, Leblond, P., additional, Burzynski, G., additional, Janicki, T., additional, Burzynski, S., additional, Marszalek, A., additional, Ramani, N., additional, Zaky, W., additional, Kannan, G., additional, Morani, A., additional, Sandberg, D., additional, Ketonen, L., additional, Maher, O., additional, Corrales-Medina, F., additional, Meador, H., additional, Khatua, S., additional, Brassesco, M., additional, Delsin, L., additional, Roberto, G., additional, Silva, C., additional, Ana, L., additional, Rego, E., additional, Scrideli, C., additional, Umezawa, K., additional, Tone, L., additional, Kim, S. J., additional, Kim, C.-Y., additional, Kim, I.-A., additional, Han, J. H., additional, Choi, B.-S., additional, Ahn, H. S., additional, Choi, H. S., additional, Haque, F., additional, Layfield, R., additional, Grundy, R., additional, Gandola, L., additional, Pecori, E., additional, Biassoni, V., additional, Schiavello, E., additional, Chiruzzi, C., additional, Spreafico, F., additional, Modena, P., additional, Bach, F., additional, Pignoli, E., additional, Massimino, M., additional, Drogosiewicz, M., additional, Dembowska-Baginska, B., additional, Jurkiewicz, E., additional, Filipek, I., additional, Perek-Polnik, M., additional, Swieszkowska, E., additional, Perek, D., additional, Bender, S., additional, Jones, D. T., additional, Warnatz, H.-J., additional, Hutter, B., additional, Zichner, T., additional, Gronych, J., additional, Korshunov, A., additional, Eils, R., additional, Korbel, J. O., additional, Yaspo, M.-L., additional, Lichter, P., additional, Pfister, S. M., additional, Yadavilli, S., additional, Becher, O. J., additional, Kambhampati, M., additional, Packer, R. J., additional, Nazarian, J., additional, Lechon, F. C., additional, Fowkes, L., additional, Khabra, K., additional, Martin-Retortillo, L. M., additional, Marshall, L. V., additional, Vaidya, S., additional, Koh, D.-M., additional, Leach, M. O., additional, Pearson, A. D., additional, Zacharoulis, S., additional, Schrey, D., additional, Barone, G., additional, Panditharatna, E., additional, Stampar, M., additional, Siu, A., additional, Gordish-Dressman, H., additional, Devaney, J., additional, Hwang, E. I., additional, Chung, A. H., additional, Mittapalli, R. K., additional, Elmquist, W. F., additional, Castel, D., additional, Debily, M.-A., additional, Philippe, C., additional, Truffaux, N., additional, Taylor, K., additional, Calmon, R., additional, Boddaert, N., additional, Le Dret, L., additional, Saulnier, P., additional, Lacroix, L., additional, Mackay, A., additional, Jones, C., additional, Puget, S., additional, Sainte-Rose, C., additional, Blauwblomme, T., additional, Varlet, P., additional, Entz-Werle, N., additional, Maugard, C., additional, Bougeard, G., additional, Nguyen, A., additional, Chenard, M. P., additional, Schneider, A., additional, Gaub, M. P., additional, Tsoli, M., additional, Vanniasinghe, A., additional, Luk, P., additional, Dilda, P., additional, Haber, M., additional, Hogg, P., additional, Ziegler, D., additional, Simon, S., additional, Monje, M., additional, Gurova, K., additional, Gudkov, A., additional, Zapotocky, M., additional, Churackova, M., additional, Malinova, B., additional, Zamecnik, J., additional, Kyncl, M., additional, Tichy, M., additional, Puchmajerova, A., additional, Stary, J., additional, Sumerauer, D., additional, Boult, J., additional, Vinci, M., additional, Perryman, L., additional, Box, G., additional, Jury, A., additional, Popov, S., additional, Ingram, W., additional, Eccles, S., additional, Robinson, S., additional, Emir, S., additional, Demir, H. A., additional, Bayram, C., additional, Cetindag, F., additional, Kabacam, G. B., additional, Fettah, A., additional, Li, J., additional, Jamin, Y., additional, Cummings, C., additional, Bamber, J., additional, Sinkus, R., additional, Nandhabalan, M., additional, Bjerke, L., additional, Burford, A., additional, von Bueren, A., additional, Baudis, M., additional, Clarke, P., additional, Collins, I., additional, Workman, P., additional, Olaciregui, N., additional, Mora, J., additional, Carcaboso, A., additional, Bullock, A., additional, Alonso, M., additional, de Torres, C., additional, Cruz, O., additional, Pencreach, E., additional, Moussalieh, F. M., additional, Guenot, D., additional, Namer, I., additional, Pollack, I., additional, Jakacki, R., additional, Butterfield, L., additional, Hamilton, R., additional, Panigrahy, A., additional, Potter, D., additional, Connelly, A., additional, Dibridge, S., additional, Whiteside, T., additional, Okada, H., additional, Ahsan, S., additional, Raabe, E., additional, Haffner, M., additional, Warren, K., additional, Quezado, M., additional, Ballester, L., additional, Eberhart, C., additional, Rodriguez, F., additional, Ramachandran, C., additional, Nair, S., additional, Quirrin, K.-W., additional, Khatib, Z., additional, Escalon, E., additional, Melnick, S., additional, Classen, C. F., additional, Hofmann, M., additional, Schmid, I., additional, Simon, T., additional, Maass, E., additional, Russo, A., additional, Fleischhack, G., additional, Becker, M., additional, Hauch, H., additional, Sander, A., additional, Grasso, C., additional, Berlow, N., additional, Liu, L., additional, Davis, L., additional, Huang, E., additional, Woo, P., additional, Tang, Y., additional, Ponnuswami, A., additional, Chen, S., additional, Huang, Y., additional, Hutt-Cabezas, M., additional, Dret, L., additional, Meltzer, P., additional, Mao, H., additional, Abraham, J., additional, Fouladi, M., additional, Svalina, M. N., additional, Wang, N., additional, Hulleman, E., additional, Li, X.-N., additional, Keller, C., additional, Spellman, P. T., additional, Pal, R., additional, Jansen, M. H. A., additional, Sewing, A. C. P., additional, Lagerweij, T., additional, Vuchts, D. J., additional, van Vuurden, D. G., additional, Caretti, V., additional, Wesseling, P., additional, Kaspers, G. J. L., additional, Cohen, K., additional, Pearl, M., additional, Kogiso, M., additional, Zhang, L., additional, Qi, L., additional, Lindsay, H., additional, Lin, F., additional, Berg, S., additional, Muscal, J., additional, Amayiri, N., additional, Tabori, U., additional, Campbel, B., additional, Bakry, D., additional, Aronson, M., additional, Durno, C., additional, Gallinger, S., additional, Malkin, D., additional, Qaddumi, I., additional, Musharbash, A., additional, Swaidan, M., additional, Al-Hussaini, M., additional, Shandilya, S., additional, McCully, C., additional, Murphy, R., additional, Akshintala, S., additional, Cole, D., additional, Macallister, R. P., additional, Cruz, R., additional, Widemann, B., additional, Salloum, R., additional, Smith, A., additional, Glaunert, M., additional, Ramkissoon, A., additional, Peterson, S., additional, Baker, S., additional, Chow, L., additional, Sandgren, J., additional, Pfeifer, S., additional, Popova, S., additional, Alafuzoff, I., additional, de Stahl, T. D., additional, Pietschmann, S., additional, Kerber, M. J., additional, Zwiener, I., additional, Henke, G., additional, Muller, K., additional, Sieow, N. Y.-F., additional, Hoe, R. H. M., additional, Tan, A. M., additional, Chan, M. Y., additional, Soh, S. Y., additional, Burrell, K., additional, Chornenkyy, Y., additional, Remke, M., additional, Golbourn, B., additional, Barzczyk, M., additional, Taylor, M., additional, Rutka, J., additional, Dirks, P., additional, Zadeh, G., additional, Agnihotri, S., additional, Hashizume, R., additional, Ihara, Y., additional, Andor, N., additional, Chen, X., additional, Lerner, R., additional, Huang, X., additional, Tom, M., additional, Solomon, D., additional, Mueller, S., additional, Petritsch, C., additional, Zhang, Z., additional, Gupta, N., additional, Waldman, T., additional, Dujua, A., additional, Co, J., additional, Hernandez, F., additional, Doromal, D., additional, Hegde, M., additional, Wakefield, A., additional, Brawley, V., additional, Grada, Z., additional, Byrd, T., additional, Chow, K., additional, Krebs, S., additional, Heslop, H., additional, Gottschalk, S., additional, Yvon, E., additional, Ahmed, N., additional, Cornilleau, G., additional, Paulsson, J., additional, Andreiuolo, F., additional, Guerrini-Rousseau, L., additional, Geoerger, B., additional, Vassal, G., additional, Ostman, A., additional, Parsons, D. W., additional, Trevino, L. R., additional, Gao, F., additional, Shen, X., additional, Hampton, O., additional, Kosigo, M., additional, Baxter, P. A., additional, Su, J. M., additional, Chintagumpala, M., additional, Dauser, R., additional, Adesina, A., additional, Plon, S. E., additional, Wheeler, D. A., additional, Lau, C. C., additional, Gielen, G., additional, Muehlen, A. z., additional, Kwiecien, R., additional, Wolff, J., additional, Lulla, R. R., additional, Laskowski, J., additional, Goldman, S., additional, Gopalakrishnan, V., additional, Fangusaro, J., additional, Kieran, M., additional, Fontebasso, A., additional, Papillon-Cavanagh, S., additional, Schwartzentruber, J., additional, Nikbakht, H., additional, Gerges, N., additional, Fiset, P.-O., additional, Bechet, D., additional, Faury, D., additional, De Jay, N., additional, Ramkissoon, L., additional, Corcoran, A., additional, Jones, D., additional, Sturm, D., additional, Johann, P., additional, Tomita, T., additional, Nagib, M., additional, Bendel, A., additional, Goumnerova, L., additional, Bowers, D. C., additional, Leonard, J. R., additional, Rubin, J. B., additional, Alden, T., additional, DiPatri, A., additional, Browd, S., additional, Leary, S., additional, Jallo, G., additional, Prados, M. D., additional, Banerjee, A., additional, Carret, A.-S., additional, Ellezam, B., additional, Crevier, L., additional, Klekner, A., additional, Bognar, L., additional, Hauser, P., additional, Garami, M., additional, Myseros, J., additional, Dong, Z., additional, Siegel, P. M., additional, Gump, W., additional, Ayyanar, K., additional, Ragheb, J., additional, Krieger, M., additional, Kiehna, E., additional, Robison, N., additional, Harter, D., additional, Gardner, S., additional, Handler, M., additional, Foreman, N., additional, Brahma, B., additional, MacDonald, T., additional, Malkin, H., additional, Chi, S., additional, Manley, P., additional, Bandopadhayay, P., additional, Greenspan, L., additional, Ligon, A., additional, Albrecht, S., additional, Ligon, K. L., additional, Majewski, J., additional, Jabado, N., additional, Cordero, F., additional, Halvorson, K., additional, Taylor, I., additional, Hutt, M., additional, Weingart, M., additional, Price, A., additional, Kantar, M., additional, Onen, S., additional, Kamer, S., additional, Turhan, T., additional, Kitis, O., additional, Ertan, Y., additional, Cetingul, N., additional, Anacak, Y., additional, Akalin, T., additional, Ersahin, Y., additional, Mason, G., additional, Ho, C., additional, Crozier, F., additional, Vezina, G., additional, Packer, R., additional, Hwang, E., additional, Gilheeney, S., additional, Millard, N., additional, DeBraganca, K., additional, Khakoo, Y., additional, Kramer, K., additional, Wolden, S., additional, Donzelli, M., additional, Fischer, C., additional, Petriccione, M., additional, Dunkel, I., additional, Afzal, S., additional, Fleming, A., additional, Larouche, V., additional, Zelcer, S., additional, Johnston, D. L., additional, Kostova, M., additional, Mpofu, C., additional, Decarie, J.-C., additional, Strother, D., additional, Lafay-Cousin, L., additional, Eisenstat, D., additional, Fryer, C., additional, Hukin, J., additional, Hsu, M., additional, Lasky, J., additional, Moore, T., additional, Liau, L., additional, Davidson, T., additional, Prins, R., additional, Hassal, T., additional, Baugh, J., additional, Kirkendall, J., additional, Doughman, R., additional, Leach, J., additional, Jones, B., additional, Miles, L., additional, Hargrave, D., additional, Jacques, T., additional, Savage, S., additional, Saunders, D., additional, Wallace, R., additional, Flutter, B., additional, Morgenestern, D., additional, Blanco, E., additional, Howe, K., additional, Lowdell, M., additional, Samuel, E., additional, Michalski, A., additional, Anderson, J., additional, Arakawa, Y., additional, Umeda, K., additional, Watanabe, K.-i., additional, Mizowaki, T., additional, Hiraoka, M., additional, Hiramatsu, H., additional, Adachi, S., additional, Kunieda, T., additional, Takagi, Y., additional, Miyamoto, S., additional, Venneti, S., additional, Santi, M., additional, Felicella, M. M., additional, Sullivan, L. M., additional, Dolgalev, I., additional, Martinez, D., additional, Perry, A., additional, Lewis, P. W., additional, Allis, D. C., additional, Thompson, C. B., additional, and Judkins, A. R., additional
- Published
- 2014
- Full Text
- View/download PDF
14. Tumour biomechanical response to the vascular disrupting agent ZD6126 in vivo assessed by magnetic resonance elastography
- Author
-
Li, J, primary, Jamin, Y, additional, Boult, J K R, additional, Cummings, C, additional, Waterton, J C, additional, Ulloa, J, additional, Sinkus, R, additional, Bamber, J C, additional, and Robinson, S P, additional
- Published
- 2014
- Full Text
- View/download PDF
15. Evaluation and immunohistochemical qualification of carbogen-induced DeltaR(2) as a noninvasive imaging biomarker of improved tumor oxygenation
- Author
-
Baker, L.C., Boult, J.K., Jamin, Y., Gilmour, L.D., Walker-Samuel, S., Burrell, J.S., Ashcroft, M., Howe, F.A., Griffiths, J.R., Raleigh, J.A., Kogel, A.J. van der, Robinson, S.P., Baker, L.C., Boult, J.K., Jamin, Y., Gilmour, L.D., Walker-Samuel, S., Burrell, J.S., Ashcroft, M., Howe, F.A., Griffiths, J.R., Raleigh, J.A., Kogel, A.J. van der, and Robinson, S.P.
- Abstract
Item does not contain fulltext, PURPOSE: To evaluate and histologically qualify carbogen-induced DeltaR2 as a noninvasive magnetic resonance imaging biomarker of improved tumor oxygenation using a double 2-nitroimidazole hypoxia marker approach. METHODS AND MATERIALS: Multigradient echo images were acquired from mice bearing GH3 prolactinomas, preadministered with the hypoxia marker CCI-103F, to quantify tumor R2 during air breathing. With the mouse remaining positioned within the magnet bore, the gas supply was switched to carbogen (95% O2, 5% CO2), during which a second hypoxia marker, pimonidazole, was administered via an intraperitoneal line, and an additional set of identical multigradient echo images acquired to quantify any changes in tumor R2. Hypoxic fraction was quantified histologically using immunofluorescence detection of CCI-103F and pimonidazole adduct formation from the same whole tumor section. Carbogen-induced changes in tumor pO2 were further validated using the Oxylite fiberoptic probe. RESULTS: Carbogen challenge significantly reduced mean tumor R2 from 116 +/- 13 s(-1) to 97 +/- 9 s(-1) (P<.05). This was associated with a significantly lower pimonidazole adduct area (2.3 +/- 1%), compared with CCI-103F (6.3 +/- 2%) (P<.05). A significant correlation was observed between DeltaR2 and Deltahypoxic fraction (r=0.55, P<.01). Mean tumor pO2 during carbogen breathing significantly increased from 6.3 +/- 2.2 mm Hg to 36.0 +/- 7.5 mm Hg (P<.01). CONCLUSIONS: The combined use of intrinsic susceptibility magnetic resonance imaging with a double hypoxia marker approach corroborates carbogen-induced DeltaR2 as a noninvasive imaging biomarker of increased tumor oxygenation.
- Published
- 2013
16. Model Free Approach to Kinetic Analysis of Real-Time Hyperpolarized 13C Magnetic Resonance Spectroscopy Data
- Author
-
Snounou, G, Hill, DK, Orton, MR, Mariotti, E, Boult, JKR, Panek, R, Jafar, M, Parkes, HG, Jamin, Y, Miniotis, MF, Al-Saffar, NMS, Beloueche-Babari, M, Robinson, SP, Leach, MO, Chung, Y-L, Eykyn, TR, Snounou, G, Hill, DK, Orton, MR, Mariotti, E, Boult, JKR, Panek, R, Jafar, M, Parkes, HG, Jamin, Y, Miniotis, MF, Al-Saffar, NMS, Beloueche-Babari, M, Robinson, SP, Leach, MO, Chung, Y-L, and Eykyn, TR
- Abstract
Naturally acquired humoral immunity to the malarial parasite Plasmodium falciparum can protect against disease, although the precise mechanisms remain unclear. Although antibody levels can be measured by ELISA, few studies have investigated functional antibody assays in relation to clinical outcomes. In this study we applied a recently developed functional assay of antibody-mediated opsonisation of merozoites, to plasma samples from a longitudinal cohort study conducted in a malaria endemic region of Papua New Guinea (PNG). Phagocytic activity was quantified by flow cytometry using a standardized and high-throughput protocol, and was subsequently evaluated for association with protection from clinical malaria and high-density parasitemia. Opsonising antibody responses were found to: i) increase with age, ii) be enhanced by concurrent infection, and iii) correlate with protection from clinical episodes and high-density parasitemia. Stronger protective associations were observed in individuals with no detectable parasitemia at baseline. This study presents the first evidence for merozoite phagocytosis as a correlate of acquired immunity and clinical protection against P. falciparum malaria.
- Published
- 2013
17. Acute tumour response to the MEK1/2 inhibitor selumetinib (AZD6244, ARRY-142886) evaluated by non-invasive diffusion-weighted MRI
- Author
-
Beloueche-Babari, M, primary, Jamin, Y, additional, Arunan, V, additional, Walker-Samuel, S, additional, Revill, M, additional, Smith, P D, additional, Halliday, J, additional, Waterton, J C, additional, Barjat, H, additional, Workman, P, additional, Leach, M O, additional, and Robinson, S P, additional
- Published
- 2013
- Full Text
- View/download PDF
18. 841 Non-invasive Imaging of Response to MEK Inhibition With Selumetinib (AZD6244, ARRY-142886) in a Human Colorectal Cancer Xenograft Using Diffusion-Weighted MRI
- Author
-
Beloueche-Babari, M., primary, Jamin, Y., additional, Walker-Samuel, S., additional, Smith, P.D., additional, Waterton, J.C., additional, Halliday, J., additional, Barjat, H., additional, Workman, P., additional, Leach, M.O., additional, and Robinson, S.P., additional
- Published
- 2012
- Full Text
- View/download PDF
19. False-negative MRI biomarkers of tumour response to targeted cancer therapeutics
- Author
-
Boult, J K R, primary, Jamin, Y, additional, Jacobs, V, additional, Gilmour, L D, additional, Walker-Samuel, S, additional, Halliday, J, additional, Elvin, P, additional, Ryan, A J, additional, Waterton, J C, additional, and Robinson, S P, additional
- Published
- 2012
- Full Text
- View/download PDF
20. The HIF-pathway inhibitor NSC-134754 induces metabolic changes and anti-tumour activity while maintaining vascular function
- Author
-
Baker, L C J, primary, Boult, J K R, additional, Walker-Samuel, S, additional, Chung, Y-L, additional, Jamin, Y, additional, Ashcroft, M, additional, and Robinson, S P, additional
- Published
- 2012
- Full Text
- View/download PDF
21. Combined inhibition of Aurora-A and ATR kinase results in regression of MYCN-amplified neuroblastoma
- Author
-
Roeschert I, Poon E, Henssen A, Garcia H, Gatti M, Giansanti C, Jamin Y, Ade C, Gallant P, Schülein-Völk C, Beli P, Mark Richards, Rosenfeldt M, and Eilers M
22. Computational science-enabled radiological pathology for the non-invasive mapping of tumour heterogeneity in childhood neuroblastoma
- Author
-
Zormpas Petridis, Konstantinos and Jamin, Y.
- Subjects
Neuroblastoma--Radiology ,Computational Medicine ,Magnetic Resonance Imaging ,Computational Pathology ,Computational Science ,Machine Learning ,Histopathology - Abstract
Neuroblastoma is a common childhood solid tumour that accounts for 15% of all cancer paediatric deaths. This thesis addresses key deficiencies in our ability to define, monitor and predict neuroblastoma heterogeneity for precision medicine. I used computational science to integrate the spatially-encoded phenotypic information provided by multi-parametric magnetic resonance imaging (MRI) with digital histopathology, demonstrating that MRI can provide non-invasive pathology to characterise neuroblastoma heterogeneity and provide biomarkers of response in clinically-relevant transgenic mouse models of high-risk disease. I first developed and demonstrated the application of novel computational pathology methodologies to enhance the quantitative assessment of tumour components from H&E-stained whole-slide images (WSI). These include two frameworks: SuperCRF, which fuses traditional machine learning with deep learning to model the way pathologists incorporate large-scale tissue architecture and context across spatial spaces to significantly improve single-cell classification and, SuperHistopath, which combines the application of the SLIC superpixels algorithm on low-magnification WSIs (5x) with a convolutional neural network (CNN) for superpixels classification to accurately map tumour heterogeneity from low-resolution histology. I then developed an MRI-histopathology cross-validation pipeline which provides the rigorous validation needed to support the deployment of novel MRI scans in the neuroblastoma clinic. Using this platform, I demonstrated the sensitivity of susceptibility-, T1-Mapping- and diffusion-weighted-MRI to the cellular and microenvironmental hallmarks of high-risk neuroblastoma and their modulation by either vascular- or MYCN-targeted therapies. Finally, I used supervised machine learning classification- and regression-based approaches to show proof-of-concept that habitat imaging derived from these three scans can non-invasively provide quantitative data typically acquired from histological analysis, such as densities of specific cell populations. This thesis demonstrates the potential of multi-parametric MRI to deliver non-invasive "virtual" biopsies to enhance diagnostic and treatment monitoring for children with neuroblastoma and pave new ways in studying tumour as an evolving ecosystem.
- Published
- 2021
23. Palbociclib releases the latent differentiation capacity of neuroblastoma cells.
- Author
-
Ferguson KM, Gillen SL, Chaytor L, Poon E, Marcos D, Gomez RL, Woods LM, Mykhaylechko L, Elfari L, Martins da Costa B, Jamin Y, Carroll JS, Chesler L, Ali FR, and Philpott A
- Subjects
- Animals, Mice, Humans, Cell Line, Tumor, Cell Differentiation, Adrenergic Agents therapeutic use, Tretinoin pharmacology, Neuroblastoma drug therapy, Piperazines, Pyridines
- Abstract
Neuroblastoma is the most common extracranial solid tumor in infants, arising from developmentally stalled neural crest-derived cells. Driving tumor differentiation is a promising therapeutic approach for this devastating disease. Here, we show that the CDK4/6 inhibitor palbociclib not only inhibits proliferation but induces extensive neuronal differentiation of adrenergic neuroblastoma cells. Palbociclib-mediated differentiation is manifested by extensive phenotypic and transcriptional changes accompanied by the establishment of an epigenetic program driving expression of mature neuronal features. In vivo palbociclib significantly inhibits tumor growth in mouse neuroblastoma models. Furthermore, dual treatment with retinoic acid resets the oncogenic adrenergic core regulatory circuit of neuroblastoma cells, further suppresses proliferation, and can enhance differentiation, altering gene expression in ways that significantly correlate with improved patient survival. We therefore identify palbociclib as a therapeutic approach to dramatically enhance neuroblastoma differentiation efficacy that could be used in combination with retinoic acid to improve patient outcomes., Competing Interests: Declaration of interests We have filed an application seeking patent protection on the use of the combination CDK4/6 inhibitors and retinoic acid in neuroblastoma., (Copyright © 2023 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2023
- Full Text
- View/download PDF
24. Investigating the contribution of hyaluronan to the breast tumour microenvironment using multiparametric MRI and MR elastography.
- Author
-
Reeves EL, Li J, Zormpas-Petridis K, Boult JKR, Sullivan J, Cummings C, Blouw B, Kang D, Sinkus R, Bamber JC, Jamin Y, and Robinson SP
- Subjects
- Humans, Female, Hyaluronic Acid metabolism, Tumor Microenvironment, Magnetic Resonance Imaging methods, Multiparametric Magnetic Resonance Imaging, Elasticity Imaging Techniques, Breast Neoplasms diagnostic imaging, Breast Neoplasms drug therapy
- Abstract
Hyaluronan (HA) is a key component of the dense extracellular matrix in breast cancer, and its accumulation is associated with poor prognosis and metastasis. Pegvorhyaluronidase alfa (PEGPH20) enzymatically degrades HA and can enhance drug delivery and treatment response in preclinical tumour models. Clinical development of stromal-targeted therapies would be accelerated by imaging biomarkers that inform on therapeutic efficacy in vivo. Here, PEGPH20 response was assessed by multiparametric magnetic resonance imaging (MRI) in three orthotopic breast tumour models. Treatment of 4T1/HAS3 tumours, the model with the highest HA accumulation, reduced T
1 and T2 relaxation times and the apparent diffusion coefficient (ADC), and increased the magnetisation transfer ratio, consistent with lower tissue water content and collapse of the extracellular space. The transverse relaxation rate R2 * increased, consistent with greater erythrocyte accessibility following vascular decompression. Treatment of MDA-MB-231 LM2-4 tumours reduced ADC and dramatically increased tumour viscoelasticity measured by MR elastography. Correlation matrix analyses of data from all models identified ADC as having the strongest correlation with HA accumulation, suggesting that ADC is the most sensitive imaging biomarker of tumour response to PEGPH20., (© 2023 The Authors. Molecular Oncology published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies.)- Published
- 2023
- Full Text
- View/download PDF
25. Combination Therapies Targeting ALK-aberrant Neuroblastoma in Preclinical Models.
- Author
-
Tucker ER, Jiménez I, Chen L, Bellini A, Gorrini C, Calton E, Gao Q, Che H, Poon E, Jamin Y, Martins Da Costa B, Barker K, Shrestha S, Hutchinson JC, Dhariwal S, Goodman A, Del Nery E, Gestraud P, Bhalshankar J, Iddir Y, Saberi-Ansari E, Saint-Charles A, Geoerger B, Marques Da Costa ME, Pierre-Eugène C, Janoueix-Lerosey I, Decaudin D, Nemati F, Carcaboso AM, Surdez D, Delattre O, George SL, Chesler L, Tweddle DA, and Schleiermacher G
- Subjects
- Mice, Animals, Humans, Anaplastic Lymphoma Kinase genetics, Aminopyridines therapeutic use, Lactams, Macrocyclic pharmacology, Lactams, Macrocyclic therapeutic use, Protein Kinase Inhibitors pharmacology, Protein Kinase Inhibitors therapeutic use, Neuroblastoma drug therapy, Neuroblastoma genetics, Neuroblastoma metabolism, Lung Neoplasms drug therapy
- Abstract
Purpose: ALK-activating mutations are identified in approximately 10% of newly diagnosed neuroblastomas and ALK amplifications in a further 1%-2% of cases. Lorlatinib, a third-generation anaplastic lymphoma kinase (ALK) inhibitor, will soon be given alongside induction chemotherapy for children with ALK-aberrant neuroblastoma. However, resistance to single-agent treatment has been reported and therapies that improve the response duration are urgently required. We studied the preclinical combination of lorlatinib with chemotherapy, or with the MDM2 inhibitor, idasanutlin, as recent data have suggested that ALK inhibitor resistance can be overcome through activation of the p53-MDM2 pathway., Experimental Design: We compared different ALK inhibitors in preclinical models prior to evaluating lorlatinib in combination with chemotherapy or idasanutlin. We developed a triple chemotherapy (CAV: cyclophosphamide, doxorubicin, and vincristine) in vivo dosing schedule and applied this to both neuroblastoma genetically engineered mouse models (GEMM) and patient-derived xenografts (PDX)., Results: Lorlatinib in combination with chemotherapy was synergistic in immunocompetent neuroblastoma GEMM. Significant growth inhibition in response to lorlatinib was only observed in the ALK-amplified PDX model with high ALK expression. In this PDX, lorlatinib combined with idasanutlin resulted in complete tumor regression and significantly delayed tumor regrowth., Conclusions: In our preclinical neuroblastoma models, high ALK expression was associated with lorlatinib response alone or in combination with either chemotherapy or idasanutlin. The synergy between MDM2 and ALK inhibition warrants further evaluation of this combination as a potential clinical approach for children with neuroblastoma., (©2023 The Authors; Published by the American Association for Cancer Research.)
- Published
- 2023
- Full Text
- View/download PDF
26. Correction: MYCN expression induces replication stress and sensitivity to PARP inhibition in neuroblastoma.
- Author
-
King D, Li XD, Almeida GS, Kwok C, Gravells P, Harrison D, Burke S, Hallsworth A, Jamin Y, George S, Robinson SP, Lord CJ, Poon E, Yeomanson D, Chesler L, and Bryant HE
- Published
- 2023
- Full Text
- View/download PDF
27. Preclinical Three-Dimensional Vibrational Shear Wave Elastography for Mapping of Tumour Biomechanical Properties In Vivo.
- Author
-
Parasaram V, Civale J, Bamber JC, Robinson SP, Jamin Y, and Harris E
- Abstract
Preclinical investigation of the biomechanical properties of tissues and their treatment-induced changes are essential to support drug-discovery, clinical translation of biomarkers of treatment response, and studies of mechanobiology. Here we describe the first use of preclinical 3D elastography to map the shear wave speed (cs), which is related to tissue stiffness, in vivo and demonstrate the ability of our novel 3D vibrational shear wave elastography (3D-VSWE) system to detect tumour response to a therapeutic challenge. We investigate the use of one or two vibrational sources at vibrational frequencies of 700, 1000 and 1200 Hz. The within-subject coefficients of variation of our system were found to be excellent for 700 and 1000 Hz and 5.4 and 6.2%, respectively. The relative change in cs measured with our 3D-VSWE upon treatment with an anti-vascular therapy ZD6126 in two tumour xenografts reflected changes in tumour necrosis. U-87 MG drug vs vehicle: Δcs = −24.7 ± 2.5 % vs 7.5 ± 7.1%, (p = 0.002) and MDA-MB-231 drug vs vehicle: Δcs = −12.3 ± 2.7 % vs 4.5 ± 4.7%, (p = 0.02). Our system enables rapid (<5 min were required for a scan length of 15 mm and three vibrational frequencies) 3D mapping of quantitative tumour viscoelastic properties in vivo, allowing exploration of regional heterogeneity within tumours and speedy recovery of animals from anaesthesia so that longitudinal studies (e.g., during tumour growth or following treatment) may be conducted frequently.
- Published
- 2022
- Full Text
- View/download PDF
28. Indisulam targets RNA splicing and metabolism to serve as a therapeutic strategy for high-risk neuroblastoma.
- Author
-
Nijhuis A, Sikka A, Yogev O, Herendi L, Balcells C, Ma Y, Poon E, Eckold C, Valbuena GN, Xu Y, Liu Y, da Costa BM, Gruet M, Wickremesinghe C, Benito A, Kramer H, Montoya A, Carling D, Want EJ, Jamin Y, Chesler L, and Keun HC
- Subjects
- Cell Line, Tumor, Child, Humans, N-Myc Proto-Oncogene Protein, Neoplasm Recurrence, Local, RNA Splicing genetics, Sulfonamides, Intracellular Signaling Peptides and Proteins, Neuroblastoma drug therapy, Neuroblastoma genetics
- Abstract
Neuroblastoma is the most common paediatric solid tumour and prognosis remains poor for high-risk cases despite the use of multimodal treatment. Analysis of public drug sensitivity data showed neuroblastoma lines to be sensitive to indisulam, a molecular glue that selectively targets RNA splicing factor RBM39 for proteosomal degradation via DCAF15-E3-ubiquitin ligase. In neuroblastoma models, indisulam induces rapid loss of RBM39, accumulation of splicing errors and growth inhibition in a DCAF15-dependent manner. Integrative analysis of RNAseq and proteomics data highlight a distinct disruption to cell cycle and metabolism. Metabolic profiling demonstrates metabolome perturbations and mitochondrial dysfunction resulting from indisulam. Complete tumour regression without relapse was observed in both xenograft and the Th-MYCN transgenic model of neuroblastoma after indisulam treatment, with RBM39 loss, RNA splicing and metabolic changes confirmed in vivo. Our data show that dual-targeting of metabolism and RNA splicing with anticancer indisulam is a promising therapeutic approach for high-risk neuroblastoma., (© 2022. The Author(s).)
- Published
- 2022
- Full Text
- View/download PDF
29. Sulfopin is a covalent inhibitor of Pin1 that blocks Myc-driven tumors in vivo.
- Author
-
Dubiella C, Pinch BJ, Koikawa K, Zaidman D, Poon E, Manz TD, Nabet B, He S, Resnick E, Rogel A, Langer EM, Daniel CJ, Seo HS, Chen Y, Adelmant G, Sharifzadeh S, Ficarro SB, Jamin Y, Martins da Costa B, Zimmerman MW, Lian X, Kibe S, Kozono S, Doctor ZM, Browne CM, Yang A, Stoler-Barak L, Shah RB, Vangos NE, Geffken EA, Oren R, Koide E, Sidi S, Shulman Z, Wang C, Marto JA, Dhe-Paganon S, Look T, Zhou XZ, Lu KP, Sears RC, Chesler L, Gray NS, and London N
- Subjects
- Animals, Antineoplastic Agents chemical synthesis, Antineoplastic Agents chemistry, Apoptosis drug effects, Cell Proliferation drug effects, Cell Survival drug effects, Dose-Response Relationship, Drug, Drug Screening Assays, Antitumor, Enzyme Inhibitors chemical synthesis, Enzyme Inhibitors chemistry, Humans, Mice, Mice, Inbred C57BL, Molecular Structure, NIMA-Interacting Peptidylprolyl Isomerase metabolism, Neoplasms, Experimental drug therapy, Neoplasms, Experimental metabolism, Neoplasms, Experimental pathology, Proto-Oncogene Proteins c-myc metabolism, Structure-Activity Relationship, Tumor Cells, Cultured, Antineoplastic Agents pharmacology, Enzyme Inhibitors pharmacology, NIMA-Interacting Peptidylprolyl Isomerase antagonists & inhibitors, Proto-Oncogene Proteins c-myc antagonists & inhibitors
- Abstract
The peptidyl-prolyl isomerase, Pin1, is exploited in cancer to activate oncogenes and inactivate tumor suppressors. However, despite considerable efforts, Pin1 has remained an elusive drug target. Here, we screened an electrophilic fragment library to identify covalent inhibitors targeting Pin1's active site Cys113, leading to the development of Sulfopin, a nanomolar Pin1 inhibitor. Sulfopin is highly selective, as validated by two independent chemoproteomics methods, achieves potent cellular and in vivo target engagement and phenocopies Pin1 genetic knockout. Pin1 inhibition had only a modest effect on cancer cell line viability. Nevertheless, Sulfopin induced downregulation of c-Myc target genes, reduced tumor progression and conferred survival benefit in murine and zebrafish models of MYCN-driven neuroblastoma, and in a murine model of pancreatic cancer. Our results demonstrate that Sulfopin is a chemical probe suitable for assessment of Pin1-dependent pharmacology in cells and in vivo, and that Pin1 warrants further investigation as a potential cancer drug target., (© 2021. The Author(s), under exclusive licence to Springer Nature America, Inc.)
- Published
- 2021
- Full Text
- View/download PDF
30. Accelerating Whole-Body Diffusion-weighted MRI with Deep Learning-based Denoising Image Filters.
- Author
-
Zormpas-Petridis K, Tunariu N, Curcean A, Messiou C, Curcean S, Collins DJ, Hughes JC, Jamin Y, Koh DM, and Blackledge MD
- Abstract
Purpose: To use deep learning to improve the image quality of subsampled images (number of acquisitions = 1 [NOA
1 ]) to reduce whole-body diffusion-weighted MRI (WBDWI) acquisition times., Materials and Methods: Both retrospective and prospective patient groups were used to develop a deep learning-based denoising image filter (DNIF) model. For initial model training and validation, 17 patients with metastatic prostate cancer with acquired WBDWI NOA1 and NOA9 images (acquisition period, 2015-2017) were retrospectively included. An additional 22 prospective patients with advanced prostate cancer, myeloma, and advanced breast cancer were used for model testing (2019), and the radiologic quality of DNIF-processed NOA1 (NOA1-DNIF ) images were compared with NOA1 images and clinical NOA16 images by using a three-point Likert scale (good, average, or poor; statistical significance was calculated by using a Wilcoxon signed ranked test). The model was also retrained and tested in 28 patients with malignant pleural mesothelioma (MPM) who underwent lung MRI (2015-2017) to demonstrate feasibility in other body regions., Results: The model visually improved the quality of NOA1 images in all test patients, with the majority of NOA1-DNIF and NOA16 images being graded as either "average" or "good" across all image-quality criteria. From validation data, the mean apparent diffusion coefficient (ADC) values within NOA1-DNIF images of bone disease deviated from those within NOA9 images by an average of 1.9% (range, 1.1%-2.6%). The model was also successfully applied in the context of MPM; the mean ADCs from NOA1-DNIF images of MPM deviated from those measured by using clinical-standard images (NOA12 ) by 3.7% (range, 0.2%-10.6%)., Conclusion: Clinical-standard images were generated from subsampled images by using a DNIF. Keywords: Image Postprocessing, MR-Diffusion-weighted Imaging, Neural Networks, Oncology, Whole-Body Imaging, Supervised Learning, MR-Functional Imaging, Metastases, Prostate, Lung Supplemental material is available for this article. Published under a CC BY 4.0 license., Competing Interests: Disclosures of Conflicts of Interest: K.Z.P. Activities related to the present article: disclosed no relevant relationships. Activities not related to the present article: disclosed no relevant relationships. Other relationships: a patent has been submitted to the UK Intellectual Property Office directly regarding the work described in this article. N.T. disclosed no relevant relationships. A.C. disclosed no relevant relationships. C.M. disclosed no relevant relationships. S.C. disclosed no relevant relationships. D.J.C. disclosed no relevant relationships. J.C.H. disclosed no relevant relationships. Y.J. disclosed no relevant relationships. D.M.K. Activities related to the present article: institution received grant from NIHR Clinical Research Facilities. Activities not related to the present article: disclosed no relevant relationships. Other relationships: disclosed no relevant relationships. M.D.B. Activities related to the present article: disclosed no relevant relationships. Activities not related to the present article: consultant for Bayer. Other relationships: a patent has been submitted to the UK Intellectual Property Office directly regarding the work described in this article; a patent has been granted for work in a broadly relevant field (US10885679B2). This patent is also pending in Japan and Europe (JP2019513515A/EP3443373A1)., (2021 by the Radiological Society of North America, Inc.)- Published
- 2021
- Full Text
- View/download PDF
31. Combined inhibition of Aurora-A and ATR kinase results in regression of MYCN -amplified neuroblastoma.
- Author
-
Roeschert I, Poon E, Henssen AG, Garcia HD, Gatti M, Giansanti C, Jamin Y, Ade CP, Gallant P, Schülein-Völk C, Beli P, Richards M, Rosenfeldt M, Altmeyer M, Anderson J, Eggert A, Dobbelstein M, Bayliss R, Chesler L, Büchel G, and Eilers M
- Subjects
- Animals, Apoptosis genetics, Cell Line, Tumor, Mice, N-Myc Proto-Oncogene Protein genetics, Aurora Kinase A genetics, Neuroblastoma drug therapy
- Abstract
Amplification of MYCN is the driving oncogene in a subset of high-risk neuroblastoma. The MYCN protein and the Aurora-A kinase form a complex during S phase that stabilizes MYCN. Here we show that MYCN activates Aurora-A on chromatin, which phosphorylates histone H3 at serine 10 in S phase, promotes the deposition of histone H3.3 and suppresses R-loop formation. Inhibition of Aurora-A induces transcription-replication conflicts and activates the Ataxia telangiectasia and Rad3 related (ATR) kinase, which limits double-strand break accumulation upon Aurora-A inhibition. Combined inhibition of Aurora-A and ATR induces rampant tumor-specific apoptosis and tumor regression in mouse models of neuroblastoma, leading to permanent eradication in a subset of mice. The therapeutic efficacy is due to both tumor cell-intrinsic and immune cell-mediated mechanisms. We propose that targeting the ability of Aurora-A to resolve transcription-replication conflicts is an effective therapy for MYCN -driven neuroblastoma (141 words)., Competing Interests: Conflict of Interest The authors declare no competing interests.
- Published
- 2021
- Full Text
- View/download PDF
32. Orally bioavailable CDK9/2 inhibitor shows mechanism-based therapeutic potential in MYCN-driven neuroblastoma.
- Author
-
Poon E, Liang T, Jamin Y, Walz S, Kwok C, Hakkert A, Barker K, Urban Z, Thway K, Zeid R, Hallsworth A, Box G, Ebus ME, Licciardello MP, Sbirkov Y, Lazaro G, Calton E, Costa BM, Valenti M, De Haven Brandon A, Webber H, Tardif N, Almeida GS, Christova R, Boysen G, Richards MW, Barone G, Ford A, Bayliss R, Clarke PA, De Bono J, Gray NS, Blagg J, Robinson SP, Eccles SA, Zheleva D, Bradner JE, Molenaar J, Vivanco I, Eilers M, Workman P, Lin CY, and Chesler L
- Subjects
- Adenosine pharmacology, Cell Line, Tumor, Cyclin-Dependent Kinase 2 metabolism, Cyclin-Dependent Kinase 9 metabolism, Enhancer Elements, Genetic, Humans, N-Myc Proto-Oncogene Protein genetics, Neuroblastoma genetics, Neuroblastoma metabolism, Neuroblastoma pathology, Positive Transcriptional Elongation Factor B genetics, Positive Transcriptional Elongation Factor B metabolism, Transcription, Genetic drug effects, Adenosine analogs & derivatives, Cyclin-Dependent Kinase 2 antagonists & inhibitors, Cyclin-Dependent Kinase 9 antagonists & inhibitors, N-Myc Proto-Oncogene Protein biosynthesis, Neuroblastoma drug therapy, Temozolomide pharmacology
- Abstract
The undruggable nature of oncogenic Myc transcription factors poses a therapeutic challenge in neuroblastoma, a pediatric cancer in which MYCN amplification is strongly associated with unfavorable outcome. Here, we show that CYC065 (fadraciclib), a clinical inhibitor of CDK9 and CDK2, selectively targeted MYCN-amplified neuroblastoma via multiple mechanisms. CDK9 - a component of the transcription elongation complex P-TEFb - bound to the MYCN-amplicon superenhancer, and its inhibition resulted in selective loss of nascent MYCN transcription. MYCN loss led to growth arrest, sensitizing cells for apoptosis following CDK2 inhibition. In MYCN-amplified neuroblastoma, MYCN invaded active enhancers, driving a transcriptionally encoded adrenergic gene expression program that was selectively reversed by CYC065. MYCN overexpression in mesenchymal neuroblastoma was sufficient to induce adrenergic identity and sensitize cells to CYC065. CYC065, used together with temozolomide, a reference therapy for relapsed neuroblastoma, caused long-term suppression of neuroblastoma growth in vivo, highlighting the clinical potential of CDK9/2 inhibition in the treatment of MYCN-amplified neuroblastoma.
- Published
- 2020
- Full Text
- View/download PDF
33. Noninvasive MRI Native T 1 Mapping Detects Response to MYCN -targeted Therapies in the Th- MYCN Model of Neuroblastoma.
- Author
-
Zormpas-Petridis K, Poon E, Clarke M, Jerome NP, Boult JKR, Blackledge MD, Carceller F, Koers A, Barone G, Pearson ADJ, Moreno L, Anderson J, Sebire N, McHugh K, Koh DM, Chesler L, Yuan Y, Robinson SP, and Jamin Y
- Subjects
- Algorithms, Animals, Azepines therapeutic use, Child, Female, Humans, Machine Learning, Male, Mice, Mice, Transgenic, N-Myc Proto-Oncogene Protein genetics, Neuroblastoma pathology, Precision Medicine methods, TOR Serine-Threonine Kinases antagonists & inhibitors, Time Factors, Treatment Outcome, Benzamides therapeutic use, Morpholines therapeutic use, Multiparametric Magnetic Resonance Imaging methods, N-Myc Proto-Oncogene Protein antagonists & inhibitors, Neuroblastoma diagnostic imaging, Neuroblastoma drug therapy, Protein Kinase Inhibitors therapeutic use, Pyrimidines therapeutic use
- Abstract
Noninvasive early indicators of treatment response are crucial to the successful delivery of precision medicine in children with cancer. Neuroblastoma is a common solid tumor of young children that arises from anomalies in neural crest development. Therapeutic approaches aiming to destabilize MYCN protein, such as small-molecule inhibitors of Aurora A and mTOR, are currently being evaluated in early phase clinical trials in children with high-risk MYCN -driven disease, with limited ability to evaluate conventional pharmacodynamic biomarkers of response. T
1 mapping is an MRI scan that measures the proton spin-lattice relaxation time T1 . Using a multiparametric MRI-pathologic cross-correlative approach and computational pathology methodologies including a machine learning-based algorithm for the automatic detection and classification of neuroblasts, we show here that T1 mapping is sensitive to the rich histopathologic heterogeneity of neuroblastoma in the Th- MYCN transgenic model. Regions with high native T1 corresponded to regions dense in proliferative undifferentiated neuroblasts, whereas regions characterized by low T1 were rich in apoptotic or differentiating neuroblasts. Reductions in tumor-native T1 represented a sensitive biomarker of response to treatment-induced apoptosis with two MYCN -targeted small-molecule inhibitors, Aurora A kinase inhibitor alisertib (MLN8237) and mTOR inhibitor vistusertib (AZD2014). Overall, we demonstrate the potential of T1 mapping, a scan readily available on most clinical MRI scanners, to assess response to therapy and guide clinical trials for children with neuroblastoma. The study reinforces the potential role of MRI-based functional imaging in delivering precision medicine to children with neuroblastoma. SIGNIFICANCE: This study shows that MRI-based functional imaging can detect apoptotic responses to MYCN -targeted small-molecule inhibitors in a genetically engineered murine model of MYCN -driven neuroblastoma., (©2020 American Association for Cancer Research.)- Published
- 2020
- Full Text
- View/download PDF
34. MYCN expression induces replication stress and sensitivity to PARP inhibition in neuroblastoma.
- Author
-
King D, Li XD, Almeida GS, Kwok C, Gravells P, Harrison D, Burke S, Hallsworth A, Jamin Y, George S, Robinson SP, Lord CJ, Poon E, Yeomanson D, Chesler L, and Bryant HE
- Abstract
This study investigates the influence expression of the MYCN oncogene has on the DNA damage response, replication fork progression and sensitivity to PARP inhibition in neuroblastoma. In a panel of neuroblastoma cell lines, MYCN amplification or MYCN expression resulted in increased cell death in response to a range of PARP inhibitors (niraparib, veliparib, talazoparib and olaparib) compared to the response seen in non-expressing/amplified cells. MYCN expression slowed replication fork speed and increased replication fork stalling, an effect that was amplified by PARP inhibition or PARP1 depletion. Increased DNA damage seen was specifically induced in S-phase cells. Importantly, PARP inhibition caused a significant increase in the survival of mice bearing MYCN expressing tumours in a transgenic murine model of MYCN expressing neuroblastoma. Olaparib also sensitized MYCN expressing cells to camptothecin- and temozolomide-induced cell death to a greater degree than non-expressing cells. In summary, MYCN expression leads to increased replication stress in neuroblastoma cells. This effect is exaggerated by inhibition of PARP, resulting in S-phase specific DNA damage and ultimately increased tumour cell death. PARP inhibition alone or in combination with classical chemotherapeutics is therefore a potential therapeutic strategy for neuroblastoma and may be more effective in MYCN expressing tumours., Competing Interests: CONFLICTS OF INTEREST CJ Lord is a named inventor on patents describing the use of PARP inhibitors and stands to gain from their use as part of the ICR “Rewards to Inventors” scheme. All other authors declare no conflicts of interest., (Copyright: © 2019 King et al.)
- Published
- 2020
- Full Text
- View/download PDF
35. Investigating the Contribution of Collagen to the Tumor Biomechanical Phenotype with Noninvasive Magnetic Resonance Elastography.
- Author
-
Li J, Zormpas-Petridis K, Boult JKR, Reeves EL, Heindl A, Vinci M, Lopes F, Cummings C, Springer CJ, Chesler L, Jones C, Bamber JC, Yuan Y, Sinkus R, Jamin Y, and Robinson SP
- Subjects
- Animals, Cell Line, Tumor, Elasticity, Elasticity Imaging Techniques methods, Extracellular Matrix metabolism, Female, Humans, Magnetic Resonance Imaging methods, Mice, Phenotype, Breast Neoplasms metabolism, Collagen metabolism
- Abstract
Increased stiffness in the extracellular matrix (ECM) contributes to tumor progression and metastasis. Therefore, stromal modulating therapies and accompanying biomarkers are being developed to target ECM stiffness. Magnetic resonance (MR) elastography can noninvasively and quantitatively map the viscoelastic properties of tumors in vivo and thus has clear clinical applications. Herein, we used MR elastography, coupled with computational histopathology, to interrogate the contribution of collagen to the tumor biomechanical phenotype and to evaluate its sensitivity to collagenase-induced stromal modulation. Elasticity ( G
d ) and viscosity ( Gl ) were significantly greater for orthotopic BT-474 ( Gd = 5.9 ± 0.2 kPa, Gl = 4.7 ± 0.2 kPa, n = 7) and luc-MDA-MB-231-LM2-4 ( Gd = 7.9 ± 0.4 kPa, Gl = 6.0 ± 0.2 kPa, n = 6) breast cancer xenografts, and luc-PANC1 ( Gd = 6.9 ± 0.3 kPa, Gl = 6.2 ± 0.2 kPa, n = 7) pancreatic cancer xenografts, compared with tumors associated with the nervous system, including GTML/ Trp53KI/KI medulloblastoma ( Gd = 3.5 ± 0.2 kPa, Gl = 2.3 ± 0.2 kPa, n = 7), orthotopic luc-D-212-MG ( Gd = 3.5 ± 0.2 kPa, Gl = 2.3 ± 0.2 kPa, n = 7), luc-RG2 ( Gd = 3.5 ± 0.2 kPa, Gl = 2.3 ± 0.2 kPa, n = 5), and luc-U-87-MG ( Gd = 3.5 ± 0.2 kPa, Gl = 2.3 ± 0.2 kPa, n = 8) glioblastoma xenografts, intracranially propagated luc-MDA-MB-231-LM2-4 ( Gd = 3.7 ± 0.2 kPa, Gl = 2.2 ± 0.1 kPa, n = 7) breast cancer xenografts, and Th- MYCN neuroblastomas ( Gd = 3.5 ± 0.2 kPa, Gl = 2.3 ± 0.2 kPa, n = 5). Positive correlations between both elasticity ( r = 0.72, P < 0.0001) and viscosity ( r = 0.78, P < 0.0001) were determined with collagen fraction, but not with cellular or vascular density. Treatment with collagenase significantly reduced Gd ( P = 0.002) and Gl ( P = 0.0006) in orthotopic breast tumors. Texture analysis of extracted images of picrosirius red staining revealed significant negative correlations of entropy with Gd ( r = -0.69, P < 0.0001) and Gl ( r = -0.76, P < 0.0001), and positive correlations of fractal dimension with Gd ( r = 0.75, P < 0.0001) and Gl ( r = 0.78, P < 0.0001). MR elastography can thus provide sensitive imaging biomarkers of tumor collagen deposition and its therapeutic modulation. SIGNIFICANCE: MR elastography enables noninvasive detection of tumor stiffness and will aid in the development of ECM-targeting therapies., (©2019 American Association for Cancer Research.)- Published
- 2019
- Full Text
- View/download PDF
36. In Vivo Modeling of Chemoresistant Neuroblastoma Provides New Insights into Chemorefractory Disease and Metastasis.
- Author
-
Yogev O, Almeida GS, Barker KT, George SL, Kwok C, Campbell J, Zarowiecki M, Kleftogiannis D, Smith LM, Hallsworth A, Berry P, Möcklinghoff T, Webber HT, Danielson LS, Buttery B, Calton EA, da Costa BM, Poon E, Jamin Y, Lise S, Veal GJ, Sebire N, Robinson SP, Anderson J, and Chesler L
- Subjects
- Animals, Antineoplastic Agents pharmacology, Benzamides pharmacology, Benzamides therapeutic use, Child, Cyclophosphamide pharmacology, Cyclophosphamide therapeutic use, Disease Models, Animal, Disease Progression, Gene Dosage, Gene Expression Regulation, Neoplastic, Humans, Janus Kinases antagonists & inhibitors, Magnetic Resonance Imaging, Mice, Mice, Transgenic, N-Myc Proto-Oncogene Protein genetics, Neoplasm Metastasis diagnostic imaging, Neoplasm Proteins antagonists & inhibitors, Neoplasm Proteins biosynthesis, Neoplasm Proteins genetics, Neuroblastoma diagnostic imaging, Neuroblastoma genetics, Neuroblastoma pathology, Pyrimidines pharmacology, Pyrimidines therapeutic use, Signal Transduction, Synteny, Tumor Burden, Tumor Microenvironment, Antineoplastic Agents therapeutic use, Drug Resistance, Neoplasm, Genes, myc, Neoplasm Metastasis drug therapy, Neuroblastoma drug therapy
- Abstract
Neuroblastoma is a pediatric cancer that is frequently metastatic and resistant to conventional treatment. In part, a lack of natively metastatic, chemoresistant in vivo models has limited our insight into the development of aggressive disease. The Th- MYCN genetically engineered mouse model develops rapidly progressive chemosensitive neuroblastoma and lacks clinically relevant metastases. To study tumor progression in a context more reflective of clinical therapy, we delivered multicycle treatment with cyclophosphamide to Th- MYCN mice, individualizing therapy using MRI, to generate the Th- MYCN
CPM32 model. These mice developed chemoresistance and spontaneous bone marrow metastases. Tumors exhibited an altered immune microenvironment with increased stroma and tumor-associated fibroblasts. Analysis of copy number aberrations revealed genomic changes characteristic of human MYCN -amplified neuroblastoma, specifically copy number gains at mouse chromosome 11, syntenic with gains on human chromosome 17q. RNA sequencing revealed enriched expression of genes associated with 17q gain and upregulation of genes associated with high-risk neuroblastoma, such as the cell-cycle regulator cyclin B1-interacting protein 1 ( Ccnb1ip1 ) and thymidine kinase ( TK1 ). The antiapoptotic, prometastatic JAK-STAT3 pathway was activated in chemoresistant tumors, and treatment with the JAK1/JAK2 inhibitor CYT387 reduced progression of chemoresistant tumors and increased survival. Our results highlight that under treatment conditions that mimic chemotherapy in human patients, Th- MYCN mice develop genomic, microenvironmental, and clinical features reminiscent of human chemorefractory disease. The Th- MYCNCPM32 model therefore is a useful tool to dissect in detail mechanisms that drive metastasis and chemoresistance, and highlights dysregulation of signaling pathways such as JAK-STAT3 that could be targeted to improve treatment of aggressive disease. SIGNIFICANCE: An in vivo mouse model of high-risk treatment-resistant neuroblastoma exhibits changes in the tumor microenvironment, widespread metastases, and sensitivity to JAK1/2 inhibition., (©2019 American Association for Cancer Research.)- Published
- 2019
- Full Text
- View/download PDF
37. Superpixel-Based Conditional Random Fields (SuperCRF): Incorporating Global and Local Context for Enhanced Deep Learning in Melanoma Histopathology.
- Author
-
Zormpas-Petridis K, Failmezger H, Raza SEA, Roxanis I, Jamin Y, and Yuan Y
- Abstract
Computational pathology-based cell classification algorithms are revolutionizing the study of the tumor microenvironment and can provide novel predictive/prognosis biomarkers crucial for the delivery of precision oncology. Current algorithms used on hematoxylin and eosin slides are based on individual cell nuclei morphology with limited local context features. Here, we propose a novel multi-resolution hierarchical framework (SuperCRF) inspired by the way pathologists perceive regional tissue architecture to improve cell classification and demonstrate its clinical applications. We develop SuperCRF by training a state-of-art deep learning spatially constrained- convolution neural network (SC-CNN) to detect and classify cells from 105 high-resolution (20×) H&E-stained slides of The Cancer Genome Atlas melanoma dataset and subsequently, a conditional random field (CRF) by combining cellular neighborhood with tumor regional classification from lower resolution images (5, 1.25×) given by a superpixel-based machine learning framework. SuperCRF led to an 11.85% overall improvement in the accuracy of the state-of-art deep learning SC-CNN cell classifier. Consistent with a stroma-mediated immune suppressive microenvironment, SuperCRF demonstrated that (i) a high ratio of lymphocytes to all lymphocytes within the stromal compartment ( p = 0.026) and (ii) a high ratio of stromal cells to all cells ( p < 0.0001 compared to p = 0.039 for SC-CNN only) are associated with poor survival in patients with melanoma. SuperCRF improves cell classification by introducing global and local context-based information and can be implemented in combination with any single-cell classifier. SuperCRF provides valuable tools to study the tumor microenvironment and identify predictors of survival and response to therapy., (Copyright © 2019 Zormpas-Petridis, Failmezger, Raza, Roxanis, Jamin and Yuan.)
- Published
- 2019
- Full Text
- View/download PDF
38. MRI Imaging of the Hemodynamic Vasculature of Neuroblastoma Predicts Response to Antiangiogenic Treatment.
- Author
-
Zormpas-Petridis K, Jerome NP, Blackledge MD, Carceller F, Poon E, Clarke M, McErlean CM, Barone G, Koers A, Vaidya SJ, Marshall LV, Pearson ADJ, Moreno L, Anderson J, Sebire N, McHugh K, Koh DM, Yuan Y, Chesler L, Robinson SP, and Jamin Y
- Subjects
- Animals, Child, Child, Preschool, Contrast Media, Female, Humans, Infant, Male, Mice, Transgenic, N-Myc Proto-Oncogene Protein genetics, Neoplasms, Experimental, Neuroblastoma blood supply, Prospective Studies, Protein Kinase Inhibitors pharmacology, Treatment Outcome, Angiogenesis Inhibitors pharmacology, Magnetic Resonance Imaging methods, Neuroblastoma diagnostic imaging, Neuroblastoma drug therapy, Quinazolines pharmacology
- Abstract
Childhood neuroblastoma is a hypervascular tumor of neural origin, for which antiangiogenic drugs are currently being evaluated; however, predictive biomarkers of treatment response, crucial for successful delivery of precision therapeutics, are lacking. We describe an MRI-pathologic cross-correlative approach using intrinsic susceptibility (IS) and susceptibility contrast (SC) MRI to noninvasively map the vascular phenotype in neuroblastoma Th-MYCN transgenic mice treated with the vascular endothelial growth factor receptor inhibitor cediranib. We showed that the transverse MRI relaxation rate R
2 * (second-1 ) and fractional blood volume ( f BV, %) were sensitive imaging biomarkers of hemorrhage and vascular density, respectively, and were also predictive biomarkers of response to cediranib. Comparison with MRI and pathology from patients with MYCN-amplified neuroblastoma confirmed the high degree to which the Th-MYCN model vascular phenotype recapitulated that of the clinical phenotype, thereby supporting further evaluation of IS- and SC-MRI in the clinic. This study reinforces the potential role of functional MRI in delivering precision medicine to children with neuroblastoma. SIGNIFICANCE: This study shows that functional MRI predicts response to vascular-targeted therapy in a genetically engineered murine model of neuroblastoma., (©2019 American Association for Cancer Research.)- Published
- 2019
- Full Text
- View/download PDF
39. Mapping Hypoxia in Renal Carcinoma with Oxygen-enhanced MRI: Comparison with Intrinsic Susceptibility MRI and Pathology.
- Author
-
Little RA, Jamin Y, Boult JKR, Naish JH, Watson Y, Cheung S, Holliday KF, Lu H, McHugh DJ, Irlam J, West CML, Betts GN, Ashton G, Reynolds AR, Maddineni S, Clarke NW, Parker GJM, Waterton JC, Robinson SP, and O'Connor JPB
- Subjects
- Adult, Aged, Animals, Biomarkers, Carcinoma, Renal Cell complications, Carcinoma, Renal Cell diagnostic imaging, Disease Models, Animal, Feasibility Studies, Female, Humans, Hypoxia complications, Hypoxia diagnostic imaging, Kidney diagnostic imaging, Kidney pathology, Kidney physiopathology, Kidney Neoplasms complications, Kidney Neoplasms diagnostic imaging, Male, Mice, Middle Aged, Oxygen, Prospective Studies, Reproducibility of Results, Carcinoma, Renal Cell physiopathology, Hypoxia physiopathology, Image Enhancement methods, Kidney Neoplasms physiopathology, Magnetic Resonance Imaging methods
- Abstract
Purpose To cross-validate T1-weighted oxygen-enhanced (OE) MRI measurements of tumor hypoxia with intrinsic susceptibility MRI measurements and to demonstrate the feasibility of translation of the technique for patients. Materials and Methods Preclinical studies in nine 786-0-R renal cell carcinoma (RCC) xenografts and prospective clinical studies in eight patients with RCC were performed. Longitudinal relaxation rate changes (∆R1) after 100% oxygen inhalation were quantified, reflecting the paramagnetic effect on tissue protons because of the presence of molecular oxygen. Native transverse relaxation rate (R2*) and oxygen-induced R2* change (∆R2*) were measured, reflecting presence of deoxygenated hemoglobin molecules. Median and voxel-wise values of ∆R1 were compared with values of R2* and ∆R2*. Tumor regions with dynamic contrast agent-enhanced MRI perfusion, refractory to signal change at OE MRI (referred to as perfused Oxy-R), were distinguished from perfused oxygen-enhancing (perfused Oxy-E) and nonperfused regions. R2* and ∆R2* values in each tumor subregion were compared by using one-way analysis of variance. Results Tumor-wise and voxel-wise ∆R1 and ∆R2* comparisons did not show correlative relationships. In xenografts, parcellation analysis revealed that perfused Oxy-R regions had faster native R2* (102.4 sec
-1 vs 81.7 sec-1 ) and greater negative ∆R2* (-22.9 sec-1 vs -5.4 sec-1 ), compared with perfused Oxy-E and nonperfused subregions (all P < .001), respectively. Similar findings were present in human tumors (P < .001). Further, perfused Oxy-R helped identify tumor hypoxia, measured at pathologic analysis, in both xenografts (P = .002) and human tumors (P = .003). Conclusion Intrinsic susceptibility biomarkers provide cross validation of the OE MRI biomarker perfused Oxy-R. Consistent relationship to pathologic analyses was found in xenografts and human tumors, demonstrating biomarker translation. Published under a CC BY 4.0 license. Online supplemental material is available for this article.- Published
- 2018
- Full Text
- View/download PDF
40. Evaluating Imaging Biomarkers of Acquired Resistance to Targeted EGFR Therapy in Xenograft Models of Human Head and Neck Squamous Cell Carcinoma.
- Author
-
Baker LCJ, Sikka A, Price JM, Boult JKR, Lepicard EY, Box G, Jamin Y, Spinks TJ, Kramer-Marek G, Leach MO, Eccles SA, Box C, and Robinson SP
- Abstract
Background: Overexpression of EGFR is a negative prognostic factor in head and neck squamous cell carcinoma (HNSCC). Patients with HNSCC who respond to EGFR-targeted tyrosine kinase inhibitors (TKIs) eventually develop acquired resistance. Strategies to identify HNSCC patients likely to benefit from EGFR-targeted therapies, together with biomarkers of treatment response, would have clinical value. Methods: Functional MRI and
18 F-FDG PET were used to visualize and quantify imaging biomarkers associated with drug response within size-matched EGFR TKI-resistant CAL 27 (CALR ) and sensitive (CALS ) HNSCC xenografts in vivo , and pathological correlates sought. Results: Intrinsic susceptibility, oxygen-enhanced and dynamic contrast-enhanced MRI revealed significantly slower baseline R 2 ∗ , lower hyperoxia-induced Δ R 2 ∗ and volume transfer constant Ktrans in the CALR tumors which were associated with significantly lower Hoechst 33342 uptake and greater pimonidazole-adduct formation. There was no difference in oxygen-induced ΔR1 or water diffusivity between the CALR and CALS xenografts. PET revealed significantly higher relative uptake of18 F-FDG in the CALR cohort, which was associated with significantly greater Glut-1 expression. Conclusions: CALR xenografts established from HNSCC cells resistant to EGFR TKIs are more hypoxic, poorly perfused and glycolytic than sensitive CALS tumors. MRI combined with PET can be used to non-invasively assess HNSCC response/resistance to EGFR inhibition.- Published
- 2018
- Full Text
- View/download PDF
41. Patient-derived organoids model treatment response of metastatic gastrointestinal cancers.
- Author
-
Vlachogiannis G, Hedayat S, Vatsiou A, Jamin Y, Fernández-Mateos J, Khan K, Lampis A, Eason K, Huntingford I, Burke R, Rata M, Koh DM, Tunariu N, Collins D, Hulkki-Wilson S, Ragulan C, Spiteri I, Moorcraft SY, Chau I, Rao S, Watkins D, Fotiadis N, Bali M, Darvish-Damavandi M, Lote H, Eltahir Z, Smyth EC, Begum R, Clarke PA, Hahne JC, Dowsett M, de Bono J, Workman P, Sadanandam A, Fassan M, Sansom OJ, Eccles S, Starling N, Braconi C, Sottoriva A, Robinson SP, Cunningham D, and Valeri N
- Subjects
- Animals, Antineoplastic Agents therapeutic use, Gastrointestinal Neoplasms pathology, Genomics, Humans, Mice, Neoplasm Metastasis, Organoids metabolism, Phenylurea Compounds pharmacology, Phenylurea Compounds therapeutic use, Pyridines pharmacology, Pyridines therapeutic use, Antineoplastic Agents pharmacology, Drug Resistance, Neoplasm, Gastrointestinal Neoplasms drug therapy, Organoids drug effects, Precision Medicine methods, Xenograft Model Antitumor Assays
- Abstract
Patient-derived organoids (PDOs) have recently emerged as robust preclinical models; however, their potential to predict clinical outcomes in patients has remained unclear. We report on a living biobank of PDOs from metastatic, heavily pretreated colorectal and gastroesophageal cancer patients recruited in phase 1/2 clinical trials. Phenotypic and genotypic profiling of PDOs showed a high degree of similarity to the original patient tumors. Molecular profiling of tumor organoids was matched to drug-screening results, suggesting that PDOs could complement existing approaches in defining cancer vulnerabilities and improving treatment responses. We compared responses to anticancer agents ex vivo in organoids and PDO-based orthotopic mouse tumor xenograft models with the responses of the patients in clinical trials. Our data suggest that PDOs can recapitulate patient responses in the clinic and could be implemented in personalized medicine programs., (Copyright © 2018 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.)
- Published
- 2018
- Full Text
- View/download PDF
42. Non-Invasive Prostate Cancer Characterization with Diffusion-Weighted MRI: Insight from In silico Studies of a Transgenic Mouse Model.
- Author
-
Hill DK, Heindl A, Zormpas-Petridis K, Collins DJ, Euceda LR, Rodrigues DN, Moestue SA, Jamin Y, Koh DM, Yuan Y, Bathen TF, Leach MO, and Blackledge MD
- Abstract
Diffusion-weighted magnetic resonance imaging (DWI) enables non-invasive, quantitative staging of prostate cancer via measurement of the apparent diffusion coefficient (ADC) of water within tissues. In cancer, more advanced disease is often characterized by higher cellular density (cellularity), which is generally accepted to correspond to a lower measured ADC. A quantitative relationship between tissue structure and in vivo measurements of ADC has yet to be determined for prostate cancer. In this study, we establish a theoretical framework for relating ADC measurements with tissue cellularity and the proportion of space occupied by prostate lumina, both of which are estimated through automatic image processing of whole-slide digital histology samples taken from a cohort of six healthy mice and nine transgenic adenocarcinoma of the mouse prostate (TRAMP) mice. We demonstrate that a significant inverse relationship exists between ADC and tissue cellularity that is well characterized by our model, and that a decrease of the luminal space within the prostate is associated with a decrease in ADC and more aggressive tumor subtype. The parameters estimated from our model in this mouse cohort predict the diffusion coefficient of water within the prostate-tissue to be 2.18 × 10
-3 mm2 /s (95% CI: 1.90, 2.55). This value is significantly lower than the diffusion coefficient of free water at body temperature suggesting that the presence of organelles and macromolecules within tissues can drastically hinder the random motion of water molecules within prostate tissue. We validate the assumptions made by our model using novel in silico analysis of whole-slide histology to provide the simulated ADC (sADC); this is demonstrated to have a significant positive correlation with in vivo measured ADC (r2 = 0.55) in our mouse population. The estimation of the structural properties of prostate tissue is vital for predicting and staging cancer aggressiveness, but prostate tissue biopsies are painful, invasive, and are prone to complications such as sepsis. The developments made in this study provide the possibility of estimating the structural properties of prostate tissue via non-invasive virtual biopsies from MRI, minimizing the need for multiple tissue biopsies and allowing sequential measurements to be made for prostate cancer monitoring.- Published
- 2017
- Full Text
- View/download PDF
43. Pre-clinical imaging of transgenic mouse models of neuroblastoma using a dedicated 3-element solenoid coil on a clinical 3T platform.
- Author
-
Almeida GS, Panek R, Hallsworth A, Webber H, Papaevangelou E, Boult JK, Jamin Y, Chesler L, and Robinson SP
- Subjects
- Anaplastic Lymphoma Kinase, Anilides therapeutic use, Animals, Antineoplastic Agents therapeutic use, Contrast Media, Cyclophosphamide therapeutic use, Disease Models, Animal, Female, Magnetic Resonance Imaging instrumentation, Male, Mice, Mice, Transgenic, Mutation, N-Myc Proto-Oncogene Protein metabolism, Neuroblastoma drug therapy, Neuroblastoma genetics, Neuroblastoma pathology, Phantoms, Imaging, Phenotype, Pyridines therapeutic use, Receptor Protein-Tyrosine Kinases genetics, Signal-To-Noise Ratio, Stomach Neoplasms drug therapy, Stomach Neoplasms genetics, Stomach Neoplasms pathology, Tumor Burden drug effects, Magnetic Resonance Imaging methods, Magnets, Neuroblastoma diagnostic imaging, Stomach Neoplasms diagnostic imaging
- Abstract
Background: The use of clinical MRI scanners to conduct pre-clinical research facilitates comparisons with clinical studies. Here the utility and sensitivity of anatomical and functional MRI data/biomarkers acquired from transgenic mouse models of neuroblastoma using a dedicated radiofrequency (RF) coil on a clinical 3T scanner was evaluated., Methods: Multiparametric MRI of transgenic mice bearing abdominal neuroblastomas was performed at 3T, and data cross-referenced to that acquired from the same mice on a pre-clinical 7T MRI system. T
2 -weighted imaging, quantitation of the native longitudinal relaxation time (T1 ) and the transverse relaxation rate (R2 *), and dynamic contrast-enhanced (DCE)-MRI, was used to assess tumour volume, phenotype and response to cyclophosphamide or cabozantinib., Results: Excellent T2 -weighted image contrast enabled clear tumour delineation at 3T. Significant correlations of tumour volume (R=0.98, P<0.0001) and R2 * (R=0.87, P<0.002) measured at 3 and 7T were established. Mice with neuroblastomas harbouring the anaplastic lymphoma kinase mutation exhibited a significantly slower R2 * (P<0.001), consistent with impaired tumour perfusion. DCE-MRI was performed simultaneously on three transgenic mice, yielding estimates of Ktrans for each tumour (median Ktrans values of 0.202, 0.168 and 0.114 min-1 ). Cyclophosphamide elicited a significant reduction in both tumour burden (P<0.002) and native T1 (P<0.01), whereas cabozantinib induced significant (P<0.01) tumour growth delay., Conclusions: Simultaneous multiparametric MRI of multiple tumour-bearing animals using this coil arrangement at 3T can provide high efficiency/throughput for both phenotypic characterisation and evaluation of novel therapeutics, and facilitate the introduction of functional MRI biomarkers into aligned imaging-embedded clinical trials.- Published
- 2017
- Full Text
- View/download PDF
44. Detecting human melanoma cell re-differentiation following BRAF or heat shock protein 90 inhibition using photoacoustic and magnetic resonance imaging.
- Author
-
Shah A, Delgado-Goni T, Casals Galobart T, Wantuch S, Jamin Y, Leach MO, Robinson SP, Bamber J, and Beloueche-Babari M
- Subjects
- Cell Differentiation drug effects, Cell Line, Tumor, Cell Proliferation, Humans, Pigments, Biological biosynthesis, Antineoplastic Agents pharmacology, HSP90 Heat-Shock Proteins antagonists & inhibitors, Magnetic Resonance Imaging, Melanoma diagnosis, Melanoma metabolism, Photoacoustic Techniques, Protein Kinase Inhibitors pharmacology, Proto-Oncogene Proteins B-raf antagonists & inhibitors
- Abstract
Targeted therapies specific to the BRAF-MEK-ERK signaling pathway have shown great promise in the treatment of malignant melanoma in the last few years, with these drugs now commonly used in clinic. Melanoma cells treated using these agents are known to exhibit increased levels of melanin pigment and tyrosinase activity. In this study we assessed the potential of non-invasive imaging approaches (photoacoustic imaging (PAI) and magnetic resonance imaging (MRI)) to detect melanin induction in SKMEL28 human melanoma cells, following inhibition of Hsp90 and BRAF signaling using 17-AAG and vemurafenib, respectively. We confirmed, using western blot and spectrophotometry, that Hsp90 or BRAF inhibitor-induced melanoma cell differentiation resulted in an upregulation of tyrosinase and melanin expression levels, in comparison to control cells. This post-treatment increase in cellular pigmentation induced a significant increase in PAI signals that are spectrally identifiable and shortening of the MRI relaxation times T
1 and [Formula: see text]. This proof-of-concept study demonstrates the potential of MRI and PAI for detecting the downstream cellular changes induced by Hsp90 and BRAF-MEK-targeted therapies in melanoma cells with potential significance for in vivo imaging.- Published
- 2017
- Full Text
- View/download PDF
45. Immunoassays for the quantification of ALK and phosphorylated ALK support the evaluation of on-target ALK inhibitors in neuroblastoma.
- Author
-
Tucker ER, Tall JR, Danielson LS, Gowan S, Jamin Y, Robinson SP, Banerji U, and Chesler L
- Subjects
- Anaplastic Lymphoma Kinase, Crizotinib, Drug Screening Assays, Antitumor, HeLa Cells, Humans, Immunoassay, Phosphorylation drug effects, Neoplasm Proteins antagonists & inhibitors, Neoplasm Proteins metabolism, Neuroblastoma enzymology, Pyrazoles pharmacology, Pyridines pharmacology, Pyrimidines pharmacology, Receptor Protein-Tyrosine Kinases antagonists & inhibitors, Receptor Protein-Tyrosine Kinases metabolism, Sulfones pharmacology
- Abstract
Targeted inhibition of anaplastic lymphoma kinase (ALK) is a successful approach for the treatment of many ALK-aberrant malignancies; however, the presence of resistant mutations necessitates both the development of more potent compounds and pharmacodynamic methods with which to determine their efficacy. We describe immunoassays designed to quantitate phosphorylation of ALK, and their use in preclinical models of neuroblastoma, a pediatric malignancy in which gain-of-function ALK mutations predict a poor overall outcome to conventional treatment. Validation of the immunoassays is presented using a panel of neuroblastoma cell lines and evidence of on-target ALK inhibition provided by treatment of a genetically engineered murine model of neuroblastoma with two clinical ALK inhibitors, crizotinib and ceritinib, highlighting the superior efficacy of ceritinib., (© 2017 The Authors. Published by FEBS Press and John Wiley & Sons Ltd.)
- Published
- 2017
- Full Text
- View/download PDF
46. Investigating the Vascular Phenotype of Subcutaneously and Orthotopically Propagated PC3 Prostate Cancer Xenografts Using Combined Carbogen Ultrasmall Superparamagnetic Iron Oxide MRI.
- Author
-
Burrell JS, Walker-Samuel S, Boult JK, Baker LC, Jamin Y, Halliday J, Waterton JC, and Robinson SP
- Subjects
- Animals, Cell Line, Tumor, Disease Models, Animal, Ferric Compounds metabolism, Heterografts diagnostic imaging, Humans, Male, Particle Size, Carbon Dioxide chemistry, Ferric Compounds chemistry, Magnetic Resonance Imaging, Magnetite Nanoparticles, Neovascularization, Pathologic diagnostic imaging, Oxygen chemistry, Prostatic Neoplasms diagnostic imaging
- Abstract
The aim of this study was to use the combined carbogen-ultrasmall superparamagnetic iron oxide (CUSPIO) magnetic resonance imaging (MRI) method, which uses spatial correlations in independent susceptibility imaging biomarkers, to investigate and compare the impact of tumor size and anatomical site on vascular structure and function in vivo. Mice bearing either subcutaneous or orthotopic PC3 LN3 prostate tumors were imaged at 7 T, using a multi-gradient echo sequence to quantify R2, before and during carbogen (95% O2/5% CO2) breathing, and subsequently following intravenous administration of USPIO particles. Carbogen and USPIO-induced changes in R2 were used to inform on hemodynamic vasculature and fractional blood volume (%), respectively. The CUSPIO imaging data were also segmented to identify and assess five categories of R2 response. Small and large subcutaneous and orthotopic tumor cohorts all exhibited significantly (P < 0.05) different median baseline R2, ΔR2carbogen, and fractional blood volume. CUSPIO imaging showed that small subcutaneous tumors predominantly exhibited a negative ΔR2carbogen followed by a positive ΔR2USPIO, consistent with a well perfused tumor vasculature. Large subcutaneous tumors exhibited a small positive ΔR2carbogen and relatively low fractional blood volume, suggesting less functional vasculature. Orthotopic tumors revealed a large, positive ΔR2carbogen, consistent with vascular steal, and which may indicate that vascular function is more dependent on site of implantation than tumor size. Regions exhibiting significant ΔR2carbogen, but no significant ΔR2USPIO, suggesting transient vascular shutdown over the experimental timecourse, were apparent in all 3 cohorts. CUSPIO imaging can inform on efficient drug delivery via functional vasculature in vivo, and on appropriate tumor model selection for pre-clinical therapy trials., Competing Interests: The authors report no conflicts of interest.
- Published
- 2016
- Full Text
- View/download PDF
47. Inhibition of mTOR-kinase destabilizes MYCN and is a potential therapy for MYCN-dependent tumors.
- Author
-
Vaughan L, Clarke PA, Barker K, Chanthery Y, Gustafson CW, Tucker E, Renshaw J, Raynaud F, Li X, Burke R, Jamin Y, Robinson SP, Pearson A, Maira M, Weiss WA, Workman P, and Chesler L
- Subjects
- Animals, Apoptosis, Cell Line, Tumor, Gene Expression Regulation, Neoplastic, Glycogen Synthase Kinase 3 beta metabolism, HEK293 Cells, Humans, Imidazoles chemistry, Mechanistic Target of Rapamycin Complex 1 metabolism, Mechanistic Target of Rapamycin Complex 2 metabolism, Mice, Mice, Nude, Mice, Transgenic, Neoplasm Transplantation, Neuroblastoma genetics, Phosphatidylinositol 3-Kinases metabolism, Phosphorylation, Quinolines chemistry, Signal Transduction, Transgenes, N-Myc Proto-Oncogene Protein genetics, N-Myc Proto-Oncogene Protein metabolism, Neuroblastoma drug therapy, TOR Serine-Threonine Kinases antagonists & inhibitors
- Abstract
MYC oncoproteins deliver a potent oncogenic stimulus in several human cancers, making them major targets for drug development, but efforts to deliver clinically practical therapeutics have not yet been realized. In childhood cancer, aberrant expression of MYC and MYCN genes delineates a group of aggressive tumours responsible for a major proportion of pediatric cancer deaths. We designed a chemical-genetic screen that identifies compounds capable of enhancing proteasomal elimination of MYCN oncoprotein. We isolated several classes of compound that selectively kill MYCN expressing cells and we focus on inhibitors of PI3K/mTOR pathway in this study. We show that PI3K/mTOR inhibitors selectively killed MYCN-expressing neuroblastoma tumor cells, and induced significant apoptosis of transgenic MYCN-driven neuroblastoma tumors concomitant with elimination of MYCN protein in vivo. Mechanistically, the ability of these compounds to degrade MYCN requires complete blockade of mTOR but not PI3 kinase activity and we highlight NVP-BEZ235 as a PI3K/mTOR inhibitor with an ideal activity profile. These data establish that MYCN expression is a marker indicative of likely clinical sensitivity to mTOR inhibition, and provide a rationale for the selection of clinical candidate MYCN-destabilizers likely to be useful for the treatment of MYCN-driven cancers., Competing Interests: Research have a commercial interest in the development of PI3 kinase inhibitors, and operate a rewards-to-inventors scheme. FR, PAC and PW have been involved in a commercial collaboration with Yamanouchi (now Astellas Pharma) and with Piramed Pharma and intellectual property arising from the program has been licensed to Genentech. PW was a founder of, consultant to, and Scientific Advisory Board member of Piramed Pharma (acquired by Roche). MM was an employee of Novartis Pharma AG, which is involved in the development of PI3K/mTOR inhibitors.
- Published
- 2016
- Full Text
- View/download PDF
48. Small Molecule Inhibitors of Aurora-A Induce Proteasomal Degradation of N-Myc in Childhood Neuroblastoma.
- Author
-
Brockmann M, Poon E, Berry T, Carstensen A, Deubzer HE, Rycak L, Jamin Y, Thway K, Robinson SP, Roels F, Witt O, Fischer M, Chesler L, and Eilers M
- Published
- 2016
- Full Text
- View/download PDF
49. Multiparameter Lead Optimization to Give an Oral Checkpoint Kinase 1 (CHK1) Inhibitor Clinical Candidate: (R)-5-((4-((Morpholin-2-ylmethyl)amino)-5-(trifluoromethyl)pyridin-2-yl)amino)pyrazine-2-carbonitrile (CCT245737).
- Author
-
Osborne JD, Matthews TP, McHardy T, Proisy N, Cheung KM, Lainchbury M, Brown N, Walton MI, Eve PD, Boxall KJ, Hayes A, Henley AT, Valenti MR, De Haven Brandon AK, Box G, Jamin Y, Robinson SP, Westwood IM, van Montfort RL, Leonard PM, Lamers MB, Reader JC, Aherne GW, Raynaud FI, Eccles SA, Garrett MD, and Collins I
- Subjects
- 4-Aminopyridine chemical synthesis, 4-Aminopyridine chemistry, 4-Aminopyridine pharmacology, Checkpoint Kinase 1 metabolism, Dose-Response Relationship, Drug, Humans, Models, Molecular, Molecular Structure, Protein Kinase Inhibitors chemical synthesis, Protein Kinase Inhibitors chemistry, Pyrazines chemical synthesis, Pyrazines chemistry, Structure-Activity Relationship, 4-Aminopyridine analogs & derivatives, Checkpoint Kinase 1 antagonists & inhibitors, Protein Kinase Inhibitors pharmacology, Pyrazines pharmacology
- Abstract
Multiparameter optimization of a series of 5-((4-aminopyridin-2-yl)amino)pyrazine-2-carbonitriles resulted in the identification of a potent and selective oral CHK1 preclinical development candidate with in vivo efficacy as a potentiator of deoxyribonucleic acid (DNA) damaging chemotherapy and as a single agent. Cellular mechanism of action assays were used to give an integrated assessment of compound selectivity during optimization resulting in a highly CHK1 selective adenosine triphosphate (ATP) competitive inhibitor. A single substituent vector directed away from the CHK1 kinase active site was unexpectedly found to drive the selective cellular efficacy of the compounds. Both CHK1 potency and off-target human ether-a-go-go-related gene (hERG) ion channel inhibition were dependent on lipophilicity and basicity in this series. Optimization of CHK1 cellular potency and in vivo pharmacokinetic-pharmacodynamic (PK-PD) properties gave a compound with low predicted doses and exposures in humans which mitigated the residual weak in vitro hERG inhibition.
- Published
- 2016
- Full Text
- View/download PDF
50. p53 Loss in MYC-Driven Neuroblastoma Leads to Metabolic Adaptations Supporting Radioresistance.
- Author
-
Yogev O, Barker K, Sikka A, Almeida GS, Hallsworth A, Smith LM, Jamin Y, Ruddle R, Koers A, Webber HT, Raynaud FI, Popov S, Jones C, Petrie K, Robinson SP, Keun HC, and Chesler L
- Subjects
- Animals, Blotting, Western, Cell Proliferation radiation effects, Female, Humans, Immunoenzyme Techniques, Male, Mice, Mice, Transgenic, Neuroblastoma radiotherapy, RNA, Messenger genetics, Radiation, Ionizing, Real-Time Polymerase Chain Reaction, Reverse Transcriptase Polymerase Chain Reaction, Adaptation, Physiological radiation effects, Apoptosis radiation effects, N-Myc Proto-Oncogene Protein physiology, Neuroblastoma metabolism, Neuroblastoma pathology, Radiation Tolerance, Tumor Suppressor Protein p53 physiology
- Abstract
Neuroblastoma is the most common childhood extracranial solid tumor. In high-risk cases, many of which are characterized by amplification of MYCN, outcome remains poor. Mutations in the p53 (TP53) tumor suppressor are rare at diagnosis, but evidence suggests that p53 function is often impaired in relapsed, treatment-resistant disease. To address the role of p53 loss of function in the development and pathogenesis of high-risk neuroblastoma, we generated a MYCN-driven genetically engineered mouse model in which the tamoxifen-inducible p53ER(TAM) fusion protein was expressed from a knock-in allele (Th-MYCN/Trp53(KI)). We observed no significant differences in tumor-free survival between Th-MYCN mice heterozygous for Trp53(KI) (n = 188) and Th-MYCN mice with wild-type p53 (n = 101). Conversely, the survival of Th-MYCN/Trp53(KI/KI) mice lacking functional p53 (n = 60) was greatly reduced. We found that Th-MYCN/Trp53(KI/KI) tumors were resistant to ionizing radiation (IR), as expected. However, restoration of functional p53ER(TAM) reinstated sensitivity to IR in only 50% of Th-MYCN/Trp53(KI/KI) tumors, indicating the acquisition of additional resistance mechanisms. Gene expression and metabolic analyses indicated that the principal acquired mechanism of resistance to IR in the absence of functional p53 was metabolic adaptation in response to chronic oxidative stress. Tumors exhibited increased antioxidant metabolites and upregulation of glutathione S-transferase pathway genes, including Gstp1 and Gstz1, which are associated with poor outcome in human neuroblastoma. Accordingly, glutathione depletion by buthionine sulfoximine together with restoration of p53 activity resensitized tumors to IR. Our findings highlight the complex pathways operating in relapsed neuroblastomas and the need for combination therapies that target the diverse resistance mechanisms at play. Cancer Res; 76(10); 3025-35. ©2016 AACR., (©2016 American Association for Cancer Research.)
- Published
- 2016
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.