References
- Albers, M. J., Bok, R., Chen, A. P., Cunningham, C. H., Zierhut, M. L., Zhang, V. Y., Kohler, S. J., Tropp, J., Hurd, R. E., Yen, Y. F., Nelson, S. J., Vigneron, D. B. and Kurhanewicz, J. (2008) Hyperpolarized 13C lactate, pyruvate, and alanine: noninvasive biomarkers for prostate cancer detection and grading. Cancer Res. 68, 8607-8615. https://doi.org/10.1158/0008-5472.CAN-08-0749
- Ardenkjaer-Larsen, J. H., Fridlund, B., Gram, A., Hansson, G., Hansson, L., Lerche, M. H., Servin, R., Thaning, M. and Golman, K. (2003) Increase in signal-to-noise ratio of > 10,000 times in liquidstate NMR. Proc. Natl. Acad. Sci. U.S.A. 100, 10158-10163. https://doi.org/10.1073/pnas.1733835100
- Braas, D., Ahler, E., Tam, B., Nathanson, D., Riedinger, M., Benz, M. R., Smith, K. B., Eilber, F. C., Witte, O. N., Tap, W. D., Wu, H. and Christofk, H. R. (2012) Metabolomics strategy reveals subpopulation of liposarcomas sensitive to gemcitabine treatment. Cancer Discov. 2, 1109-1117. https://doi.org/10.1158/2159-8290.CD-12-0197
- Brenner, D. J. and Hall, E. J. (2007) Computed tomography--an increasing source of radiation exposure. N. Engl. J. Med. 357, 2277-2284. https://doi.org/10.1056/NEJMra072149
- Cabella, C., Karlsson, M., Canape, C., Catanzaro, G., Colombo Serra, S., Miragoli, L., Poggi, L., Uggeri, F., Venturi, L., Jensen, P. R., Lerche, M. H. and Tedoldi, F. (2013) In vivo and in vitro liver cancer metabolism observed with hyperpolarized [5-(13)C]glutamine. J. Magn. Reson. 232, 45-52. https://doi.org/10.1016/j.jmr.2013.04.010
- Canape, C., Catanzaro, G., Terreno, E., Karlsson, M., Lerche, M. H. and Jensen, P. R. (2015) Probing treatment response of glutaminolytic prostate cancer cells to natural drugs with hyperpolarized [5-(13) C]glutamine. Magn. Reson. Med. 73, 2296-2305. https://doi.org/10.1002/mrm.25360
- Cavalli, L. R., Varella-Garcia, M. and Liang, B. C. (1997) Diminished tumorigenic phenotype after depletion of mitochondrial DNA. Cell Growth Differ. 8, 1189-1198.
- Chaumeil, M. M., Ozawa, T., Park, I., Scott, K., James, C. D., Nelson, S. J. and Ronen, S. M. (2012) Hyperpolarized 13C MR spectroscopic imaging can be used to monitor Everolimus treatment in vivo in an orthotopic rodent model of glioblastoma. Neuroimage 59, 193-201.
- Davidson, S. M., Papagiannakopoulos, T., Olenchock, B. A., Heyman, J. E., Keibler, M. A., Luengo, A., Bauer, M. R., Jha, A. K., O'Brien, J. P., Pierce, K. A., Gui, D. Y., Sullivan, L. B., Wasylenko, T. M., Subbaraj, L., Chin, C. R., Stephanopolous, G., Mott, B. T., Jacks, T., Clish, C. B. and Vander Heiden, M. G. (2016) Environment impacts the metabolic dependencies of ras-driven non-small cell lung cancer. Cell Metab. 23, 517-528. https://doi.org/10.1016/j.cmet.2016.01.007
- Day, S. E., Kettunen, M. I., Gallagher, F. A., Hu, D. E., Lerche, M., Wolber, J., Golman, K., Ardenkjaer-Larsen, J. H. and Brindle, K. M. (2007) Detecting tumor response to treatment using hyperpolarized 13C magnetic resonance imaging and spectroscopy. Nat. Med. 13, 1382-1387.
- de Vries, A., Custers, E., Lub, J., van den Bosch, S., Nicolay, K. and Grull, H. (2010) Block-copolymer-stabilized iodinated emulsions for use as CT contrast agents. Biomaterials 31, 6537-6544.
- Deroose, C. M., De, A., Loening, A. M., Chow, P. L., Ray, P., Chatziioannou, A. F. and Gambhir, S. S. (2007) Multimodality imaging of tumor xenografts and metastases in mice with combined small-animal PET, small-animal CT, and bioluminescence imaging. J. Nucl. Med. 48, 295-303.
- Desjardins, P., Frost, E. and Morais, R. (1985) Ethidium bromideinduced loss of mitochondrial DNA from primary chicken embryo fibroblasts. Mol. Cell. Biol. 5, 1163-1169. https://doi.org/10.1128/MCB.5.5.1163
- Di Gialleonardo, V., Wilson, D. M. and Keshari, K. R. (2016) The potential of metabolic imaging. Semin. Nucl. Med. 46, 28-39. https://doi.org/10.1053/j.semnuclmed.2015.09.004
- Dragulescu-Andrasi, A., Liang, G. and Rao, J. (2009) In vivo bioluminescence imaging of furin activity in breast cancer cells using bioluminogenic substrates. Bioconjug. Chem. 20, 1660-1666. https://doi.org/10.1021/bc9002508
- Dutta, P., Le, A., Vander Jagt, D. L., Tsukamoto, T., Martinez, G. V., Dang, C. V. and Gillies, R. J. (2013) Evaluation of LDH-A and glutaminase inhibition in vivo by hyperpolarized 13C-pyruvate magnetic resonance spectroscopy of tumors. Cancer Res. 73, 4190-4195. https://doi.org/10.1158/0008-5472.CAN-13-0465
- Duvel, K., Yecies, J. L., Menon, S., Raman, P., Lipovsky, A. I., Souza, A. L., Triantafellow, E., Ma, Q., Gorski, R., Cleaver, S., Vander Heiden, M. G., MacKeigan, J. P., Finan, P. M., Clish, C. B., Murphy, L. O. and Manning, B. D. (2010) Activation of a metabolic gene regulatory network downstream of mTOR complex 1. Mol. Cell 39, 171-183. https://doi.org/10.1016/j.molcel.2010.06.022
- Dworsky, E. M., Hegde, V., Loftin, A. H., Richman, S., Hu, Y., Lord, E., Francis, K. P., Miller, L. S., Wang, J. C., Scaduto, A. and Bernthal, N. M. (2017) Novel in vivo mouse model of implant related spine infection. J. Orthop. Res. 35, 193-199. https://doi.org/10.1002/jor.23273
- Dykens, J. A., Jamieson, J., Marroquin, L., Nadanaciva, S., Billis, P. A. and Will, Y. (2008) Biguanide-induced mitochondrial dysfunction yields increased lactate production and cytotoxicity of aerobicallypoised HepG2 cells and human hepatocytes in vitro. Toxicol. Appl. Pharmacol. 233, 203-210.
- Elstrom, R. L., Bauer, D. E., Buzzai, M., Karnauskas, R., Harris, M. H., Plas, D. R., Zhuang, H., Cinalli, R. M., Alavi, A., Rudin, C. M. and Thompson, C. B. (2004) Akt stimulates aerobic glycolysis in cancer cells. Cancer Res. 64, 3892-3899. https://doi.org/10.1158/0008-5472.CAN-03-2904
- Even, A. J. G., Reymen, B., La Fontaine, M. D., Das, M., Jochems, A., Mottaghy, F. M., Belderbos, J. S. A., De Ruysscher, D., Lambin, P. and van Elmpt, W. (2017) Predicting tumor hypoxia in non-small cell lung cancer by combining CT, FDG PET and dynamic contrastenhanced CT. Acta Oncol. 1-6.
- Fan, F. and Wood, K. V. (2007) Bioluminescent assays for highthroughput screening. Assay Drug Dev. Technol. 5, 127-136. https://doi.org/10.1089/adt.2006.053
- Fan, T. W., Higashi, R. M. and Lane, A. N. (2006) Integrating metabolomics and transcriptomics for probing SE anticancer mechanisms. Drug Metab. Rev. 38, 707-732. https://doi.org/10.1080/03602530600959599
- Fan, T. W., Lane, A. N. and Higashi, R. M. (2004) The promise of metabolomics in cancer molecular therapeutics. Curr. Opin. Mol. Ther. 6, 584-592.
- Fan, T. W., Lane, A. N., Higashi, R. M., Farag, M. A., Gao, H., Bousamra, M. and Miller, D. M. (2009) Altered regulation of metabolic pathways in human lung cancer discerned by (13)C stable isotope-resolved metabolomics (SIRM) Mol. Cancer 8, 41. https://doi.org/10.1186/1476-4598-8-41
- Gallagher, F. A., Kettunen, M. I., Day, S. E., Lerche, M. and Brindle, K. M. (2008) 13C MR spectroscopy measurements of glutaminase activity in human hepatocellular carcinoma cells using hyperpolarized 13C-labeled glutamine. Magn. Reson. Med. 60, 253-257. https://doi.org/10.1002/mrm.21650
- Geraghty, P. R., van den Bosch, M. A., Spielman, D. M., Hunjan, S., Birdwell, R. L., Fong, K. J., Stables, L. A., Zakhour, M., Herfkens, R. J. and Ikeda, D. M. (2008) MRI and (1)H MRS of the breast: presence of a choline peak as malignancy marker is related to K21 value of the tumor in patients with invasive ductal carcinoma. Breast J. 14, 574-580. https://doi.org/10.1111/j.1524-4741.2008.00650.x
- Golman, K., Zandt, R. I., Lerche, M., Pehrson, R. and Ardenkjaer- Larsen, J. H. (2006) Metabolic imaging by hyperpolarized 13C magnetic resonance imaging for in vivo tumor diagnosis. Cancer Res. 66, 10855-10860. https://doi.org/10.1158/0008-5472.CAN-06-2564
- Grierson, J. R. and Shields, A. F. (2000) Radiosynthesis of 3'-deoxy-3'-[(18)F]fluorothymidine: [(18)F]FLT for imaging of cellular proliferation in vivo. Nucl. Med. Biol. 27, 143-156. https://doi.org/10.1016/S0969-8051(99)00104-3
- Gross, M. I., Demo, S. D., Dennison, J. B., Chen, L., Chernov-Rogan, T., Goyal, B., Janes, J. R., Laidig, G. J., Lewis, E. R., Li, J., Mackinnon, A. L., Parlati, F., Rodriguez, M. L., Shwonek, P. J., Sjogren, E. B., Stanton, T. F., Wang, T., Yang, J., Zhao, F. and Bennett, M. K. (2014) Antitumor activity of the glutaminase inhibitor CB-839 in triple-negative breast cancer. Mol. Cancer Ther. 13, 890-901.
- Gutte, H., Hansen, A. E., Johannesen, H. H., Clemmensen, A. E., Ardenkjaer-Larsen, J. H., Nielsen, C. H. and Kjaer, A. (2015) The use of dynamic nuclear polarization (13)C-pyruvate MRS in cancer. Am. J. Nucl. Med. Mol. Imaging 5, 548-560.
- Haddadin, I. S., McIntosh, A., Meisamy, S., Corum, C., Styczynski Snyder, A. L., Powell, N. J., Nelson, M. T., Yee, D., Garwood, M. and Bolan, P. J. (2009) Metabolite quantification and high-field MRS in breast cancer. NMR Biomed. 22, 65-76. https://doi.org/10.1002/nbm.1217
- Hassanein, M., Hight, M. R., Buck, J. R., Tantawy, M. N., Nickels, M. L., Hoeksema, M. D., Harris, B. K., Boyd, K., Massion, P. P. and Manning, H. C. (2016) Preclinical evaluation of 4-[18F]Fluoroglutamine PET to assess ASCT2 expression in lung cancer. Mol. Imaging Biol. 18, 18-23. https://doi.org/10.1007/s11307-015-0862-4
- Henkin, A. H., Cohen, A. S., Dubikovskaya, E. A., Park, H. M., Nikitin, G. F., Auzias, M. G., Kazantzis, M., Bertozzi, C. R. and Stahl, A. (2012) Real-time noninvasive imaging of fatty acid uptake in vivo. ACS Chem. Biol. 7, 1884-1891. https://doi.org/10.1021/cb300194b
- Hensley, C. T., Faubert, B., Yuan, Q., Lev-Cohain, N., Jin, E., Kim, J., Jiang, L., Ko, B., Skelton, R., Loudat, L., Wodzak, M., Klimko, C., McMillan, E., Butt, Y., Ni, M., Oliver, D., Torrealba, J., Malloy, C. R., Kernstine, K., Lenkinski, R. E. and DeBerardinis, R. J. (2016) Metabolic heterogeneity in human lung tumors. Cell 164, 681-694. https://doi.org/10.1016/j.cell.2015.12.034
- Hickson, J., Ackler, S., Klaubert, D., Bouska, J., Ellis, P., Foster, K., Oleksijew, A., Rodriguez, L., Schlessinger, S., Wang, B. and Frost, D. (2010) Noninvasive molecular imaging of apoptosis in vivo using a modified firefly luciferase substrate, Z-DEVD-aminoluciferin. Cell Death Differ. 17, 1003-1010. https://doi.org/10.1038/cdd.2009.205
- Hu, H., Juvekar, A., Lyssiotis, C. A., Lien, E. C., Albeck, J. G., Oh, D., Varma, G., Hung, Y. P., Ullas, S., Lauring, J., Seth, P., Lundquist, M. R., Tolan, D. R., Grant, A. K., Needleman, D. J., Asara, J. M., Cantley, L. C. and Wulf, G. M. (2016) Phosphoinositide 3-kinase regulates glycolysis through mobilization of aldolase from the actin cytoskeleton. Cell 164, 433-446. https://doi.org/10.1016/j.cell.2015.12.042
- Hwang, J. P., Lim, I., Kong, C. B., Jeon, D. G., Byun, B. H., Kim, B. I., Choi, C. W. and Lim, S. M. (2016) Prognostic value of SUVmax measured by pretreatment Fluorine-18 fluorodeoxyglucose positron emission tomography/computed tomography in patients with ewing sarcoma. PLoS ONE 11, e0153281. https://doi.org/10.1371/journal.pone.0153281
- Jang, C., Oh, S. F., Wada, S., Rowe, G. C., Liu, L., Chan, M. C., Rhee, J., Hoshino, A., Kim, B., Ibrahim, A., Baca, L. G., Kim, E., Ghosh, C. C., Parikh, S. M., Jiang, A., Chu, Q., Forman, D. E., Lecker, S. H., Krishnaiah, S., Rabinowitz, J. D., Weljie, A. M., Baur, J. A., Kasper, D. L. and Arany, Z. (2016) A branched-chain amino acid metabolite drives vascular fatty acid transport and causes insulin resistance. Nat. Med. 22, 421-426. https://doi.org/10.1038/nm.4057
- Kang, W. J., Song, E. H., Park, J. Y., Park, Y. J., Cho, A. and Song, H. T. (2015) (18)F-fluoride PET imaging in a nude rat model of bone metastasis from breast cancer: comparison with (18)F-FDG and bioluminescence imaging. Nucl. Med. Biol. 42, 728-733. https://doi.org/10.1016/j.nucmedbio.2015.05.003
- Kao, C. Y., Hoffman, E. A., Beck, K. C., Bellamkonda, R. V. and Annapragada, A. V. (2003) Long-residence-time nano-scale liposomal iohexol for X-ray-based blood pool imaging. Acad. Radiol. 10, 475-483. https://doi.org/10.1016/S1076-6332(03)80055-7
- Karathanasis, E., Chan, L., Karumbaiah, L., McNeeley, K., D'Orsi, C. J., Annapragada, A. V., Sechopoulos, I. and Bellamkonda, R. V. (2009) Tumor vascular permeability to a nanoprobe correlates to tumor-specific expression levels of angiogenic markers. PLoS ONE 4, e5843. https://doi.org/10.1371/journal.pone.0005843
- Keshari, K. R., Sriram, R., Van Criekinge, M., Wilson, D. M., Wang, Z. J., Vigneron, D. B., Peehl, D. M. and Kurhanewicz, J. (2013) Metabolic reprogramming and validation of hyperpolarized 13C lactate as a prostate cancer biomarker using a human prostate tissue slice culture bioreactor. Prostate 73, 1171-1181. https://doi.org/10.1002/pros.22665
- Keshari, K. R. and Wilson, D. M. (2014) Chemistry and biochemistry of 13C hyperpolarized magnetic resonance using dynamic nuclear polarization. Chem. Soc. Rev. 43, 1627-1659. https://doi.org/10.1039/C3CS60124B
- Kim, J. B., Urban, K., Cochran, E., Lee, S., Ang, A., Rice, B., Bata, A., Campbell, K., Coffee, R., Gorodinsky, A., Lu, Z., Zhou, H., Kishimoto, T. K. and Lassota, P. (2010) Non-invasive detection of a small number of bioluminescent cancer cells in vivo. PLoS ONE 5, e9364. https://doi.org/10.1371/journal.pone.0009364
- Kim, S., Chung, J. K., Im, S. H., Jeong, J. M., Lee, D. S., Kim, D. G., Jung, H. W. and Lee, M. C. (2005) 11C-methionine PET as a prognostic marker in patients with glioma: comparison with 18F-FDG PET. Eur. J. Nucl. Med. Mol. Imaging 32, 52-59. https://doi.org/10.1007/s00259-004-1598-6
- Kimmich, G. A., Randles, J. and Brand, J. S. (1975) Assay of picomole amounts of ATP, ADP, and AMP using the luciferase enzyme system. Anal. Biochem. 69, 187-206. https://doi.org/10.1016/0003-2697(75)90580-1
- Koppenol, W. H., Bounds, P. L. and Dang, C. V. (2011) Otto Warburg's contributions to current concepts of cancer metabolism. Nat. Rev. Cancer 11, 325-337. https://doi.org/10.1038/nrc3038
- Kubo, T., Ohno, Y., Takenaka, D., Nishino, M., Gautam, S., Sugimura, K., Kauczor, H. U., Hatabu, H. and iLEAD study group (2016) Standard-dose vs. low-dose CT protocols in the evaluation of localized lung lesions: capability for lesion characterization-iLEAD study. Eur. J. Radiol. Open 3, 67-73. https://doi.org/10.1016/j.ejro.2016.03.002
- Kurhanewicz, J. and Vigneron, D. B. (2008) Advances in MR spectroscopy of the prostate. Magn. Reson. Imaging Clin. N. Am. 16, 697-710, ix-x.
- Laing, R. E., Walter, M. A., Campbell, D. O., Herschman, H. R., Satyamurthy, N., Phelps, M. E., Czernin, J., Witte, O. N. and Radu, C. G. (2009) Noninvasive prediction of tumor responses to gemcitabine using positron emission tomography. Proc. Natl. Acad. Sci. U.S.A. 106, 2847-2852. https://doi.org/10.1073/pnas.0812890106
- Landau, M. J., Gould, D. J. and Patel, K. M. (2016) Advances in fluorescent- image guided surgery. Ann. Transl. Med. 4, 392. https://doi.org/10.21037/atm.2016.10.70
- Lazari, M., Quinn, K. M., Claggett, S. B., Collins, J., Shah, G. J., Herman, H. E., Maraglia, B., Phelps, M. E., Moore, M. D. and van Dam, R. M. (2013) ELIXYS - a fully automated, three-reactor high-pressure radiosynthesizer for development and routine production of diverse PET tracers. EJNMMI Res. 3, 52. https://doi.org/10.1186/2191-219X-3-52
- Le, T. M., Poddar, S., Capri, J. R., Abt, E. R., Kim, W., Wei, L., Uong, N. T., Cheng, C. M., Braas, D., Nikanjam, M., Rix, P., Merkurjev, D., Zaretsky, J., Kornblum, H. I., Ribas, A., Herschman, H. R., Whitelegge, J., Faull, K. F., Donahue, T. R., Czernin, J. and Radu, C. G. (2017) ATR inhibition facilitates targeting of leukemia dependence on convergent nucleotide biosynthetic pathways. Nat. Commun. 8, 241. https://doi.org/10.1038/s41467-017-00221-3
- Lee, J. T., Campbell, D. O., Satyamurthy, N., Czernin, J. and Radu, C. G. (2012) Stratification of nucleoside analog chemotherapy using 1-(2'-deoxy-2'-18F-fluoro-beta-D-arabinofuranosyl)cytosine and 1-(2'-deoxy-2'-18F-fluoro-beta-L-arabinofuranosyl)-5-methylcytosine PET. J. Nucl. Med. 53, 275-280. https://doi.org/10.2967/jnumed.111.090407
- Lieberman, B. P., Ploessl, K., Wang, L., Qu, W., Zha, Z., Wise, D. R., Chodosh, L. A., Belka, G., Thompson, C. B. and Kung, H. F. (2011) PET imaging of glutaminolysis in tumors by 18F-(2S,4R)4-fluoroglutamine. J. Nucl. Med. 52, 1947-1955. https://doi.org/10.2967/jnumed.111.093815
- Logan, A., Pell, V. R., Shaffer, K. J., Evans, C., Stanley, N. J., Robb, E. L., Prime, T. A., Chouchani, E. T., Cocheme, H. M., Fearnley, I. M., Vidoni, S., James, A. M., Porteous, C. M., Partridge, L., Krieg, T., Smith, R. A. and Murphy, M. P. (2016) Assessing the mitochondrial membrane potential in cells and in vivo using targeted click chemistry and mass spectrometry. Cell Metab. 23, 379-385. https://doi.org/10.1016/j.cmet.2015.11.014
- Lynes, M. D., Leiria, L. O., Lundh, M., Bartelt, A., Shamsi, F., Huang, T. L., Takahashi, H., Hirshman, M. F., Schlein, C., Lee, A., Baer, L. A., May, F. J., Gao, F., Narain, N. R., Chen, E. Y., Kiebish, M. A., Cypess, A. M., Bluher, M., Goodyear, L. J., Hotamisligil, G. S., Stanford, K. I. and Tseng, Y. H. (2017) The cold-induced lipokine 12,13-diHOME promotes fatty acid transport into brown adipose tissue. Nat. Med. 23, 631-637. https://doi.org/10.1038/nm.4297
- Malone, C. F., Fromm, J. A., Maertens, O., DeRaedt, T., Ingraham, R. and Cichowski, K. (2014) Defining key signaling nodes and therapeutic biomarkers in NF1-mutant cancers. Cancer Discov. 4, 1062-1073. https://doi.org/10.1158/2159-8290.CD-14-0159
- Mashimo, T., Pichumani, K., Vemireddy, V., Hatanpaa, K. J., Singh, D. K., Sirasanagandla, S., Nannepaga, S., Piccirillo, S. G., Kovacs, Z., Foong, C., Huang, Z., Barnett, S., Mickey, B. E., DeBerardinis, R. J., Tu, B. P., Maher, E. A. and Bachoo, R. M. (2014) Acetate is a bioenergetic substrate for human glioblastoma and brain metastases. Cell 159, 1603-1614. https://doi.org/10.1016/j.cell.2014.11.025
- Mayer, I. A., Abramson, V. G., Isakoff, S. J., Forero, A., Balko, J. M., Kuba, M. G., Sanders, M. E., Yap, J. T., Van den Abbeele, A. D., Li, Y., Cantley, L. C., Winer, E. and Arteaga, C. L. (2014) Stand up to cancer phase Ib study of pan-phosphoinositide-3-kinase inhibitor buparlisib with letrozole in estrogen receptor-positive/human epidermal growth factor receptor 2-negative metastatic breast cancer. J. Clin. Oncol. 32, 1202-1209. https://doi.org/10.1200/JCO.2013.54.0518
- Mayers, J. R., Torrence, M. E., Danai, L. V., Papagiannakopoulos, T., Davidson, S. M., Bauer, M. R., Lau, A. N., Ji, B. W., Dixit, P. D., Hosios, A. M., Muir, A., Chin, C. R., Freinkman, E., Jacks, T., Wolpin, B. M., Vitkup, D. and Vander Heiden, M. G. (2016) Tissue of origin dictates branched-chain amino acid metabolism in mutant Krasdriven cancers. Science 353, 1161-1165. https://doi.org/10.1126/science.aaf5171
- Minn, H., Lapela, M., Klemi, P. J., Grenman, R., Leskinen, S., Lindholm, P., Bergman, J., Eronen, E., Haaparanta, M. and Joensuu, H. (1997) Prediction of survival with fluorine-18-fluoro-deoxyglucose and PET in head and neck cancer. J. Nucl. Med. 38, 1907-1911.
- Momcilovic, M., Bailey, S. T., Lee, J. T., Fishbein, M. C., Magyar, C., Braas, D., Graeber, T., Jackson, N. J., Czernin, J., Emberley, E., Gross, M., Janes, J., Mackinnon, A., Pan, A., Rodriguez, M., Works, M., Zhang, W., Parlati, F., Demo, S., Garon, E., Krysan, K., Walser, T. C., Dubinett, S. M., Sadeghi, S., Christofk, H. R. and Shackelford, D. B. (2017) Targeted inhibition of EGFR and glutaminase induces metabolic crisis in EGFR mutant lung cancer. Cell Rep. 18, 601-610. https://doi.org/10.1016/j.celrep.2016.12.061
- Momcilovic, M., McMickle, R., Abt, E., Seki, A., Simko, S. A., Magyar, C., Stout, D. B., Fishbein, M. C., Walser, T. C., Dubinett, S. M. and Shackelford, D. B. (2015) Heightening energetic stress selectively targets LKB1-deficient non-small cell lung cancers. Cancer Res. 75, 4910-4922. https://doi.org/10.1158/0008-5472.CAN-15-0797
- Mondal, S. B., Gao, S., Zhu, N., Liang, R., Gruev, V. and Achilefu, S. (2014) Real-time fluorescence image-guided oncologic surgery. Adv. Cancer Res. 124, 171-211.
- Morais, R., Zinkewich-Peotti, K., Parent, M., Wang, H., Babai, F. and Zollinger, M. (1994) Tumor-forming ability in athymic nude mice of human cell lines devoid of mitochondrial DNA. Cancer Res. 54, 3889-3896.
- Morciano, G., Sarti, A. C., Marchi, S., Missiroli, S., Falzoni, S., Raffaghello, L., Pistoia, V., Giorgi, C., Di Virgilio, F. and Pinton, P. (2017) Use of luciferase probes to measure ATP in living cells and animals. Nat. Protoc. 12, 1542-1562. https://doi.org/10.1038/nprot.2017.052
- Mountford, C., Ramadan, S., Stanwell, P. and Malycha, P. (2009) Proton MRS of the breast in the clinical setting. NMR Biomed. 22, 54-64. https://doi.org/10.1002/nbm.1301
- Mukundan, S., Jr., Ghaghada, K. B., Badea, C. T., Kao, C. Y., Hedlund, L. W., Provenzale, J. M., Johnson, G. A., Chen, E., Bellamkonda, R. V. and Annapragada, A. (2006) A liposomal nanoscale contrast agent for preclinical CT in mice. AJR Am. J. Roentgenol. 186, 300-307. https://doi.org/10.2214/AJR.05.0523
- National Lung Screening Trial Research Team, Aberle, D. R., Adams, A. M., Berg, C. D., Black, W. C., Clapp, J. D., Fagerstrom, R. M., Gareen, I. F., Gatsonis, C., Marcus, P. M. and Sicks, J. D. (2011) Reduced lung-cancer mortality with low-dose computed tomographic screening. N. Engl. J. Med. 365, 395-409. https://doi.org/10.1056/NEJMoa1102873
- National Lung Screening Trial Research Team, Church, T. R., Black, W. C., Aberle, D. R., Berg, C. D., Clingan, K. L., Duan, F., Fagerstrom, R. M., Gareen, I. F., Gierada, D. S., Jones, G. C., Mahon, I., Marcus, P. M., Sicks, J. D., Jain, A. and Baum, S. (2013) Results of initial low-dose computed tomographic screening for lung cancer. N. Engl. J. Med. 368, 1980-1991. https://doi.org/10.1056/NEJMoa1209120
- Nelson, S. J., Graves, E., Pirzkall, A., Li, X., Antiniw Chan, A., Vigneron, D. B. and McKnight, T. R. (2002) In vivo molecular imaging for planning radiation therapy of gliomas: an application of 1H MRSI. J. Magn. Reson. Imaging 16, 464-476. https://doi.org/10.1002/jmri.10183
- Nelson, S. J., Kurhanewicz, J., Vigneron, D. B., Larson, P. E., Harzstark, A. L., Ferrone, M., van Criekinge, M., Chang, J. W., Bok, R., Park, I., Reed, G., Carvajal, L., Small, E. J., Munster, P., Weinberg, V. K., Ardenkjaer-Larsen, J. H., Chen, A. P., Hurd, R. E., Odegardstuen, L. I., Robb, F. J., Tropp, J. and Murray, J. A. (2013) Metabolic imaging of patients with prostate cancer using hyperpolarized [1-(1)(3)C]pyruvate. Sci. Transl. Med. 5, 198ra108.
- Nielsen, J. (2017) Systems biology of metabolism: a driver for developing personalized and precision medicine. Cell Metab. 25, 572-579. https://doi.org/10.1016/j.cmet.2017.02.002
- Oshida, M., Uno, K., Suzuki, M., Nagashima, T., Hashimoto, H., Yagata, H., Shishikura, T., Imazeki, K. and Nakajima, N. (1998) Predicting the prognoses of breast carcinoma patients with positron emission tomography using 2-deoxy-2-fluoro[18F]-D-glucose. Cancer 82, 2227-2234.
- Park, H. M., Russo, K. A., Karateev, G., Park, M., Dubikovskaya, E., Kriegsfeld, L. J. and Stahl, A. (2017) A system for in vivo imaging of hepatic free fatty acid uptake. Gastroenterology 152, 78-81.e72.
- Park, I., Bok, R., Ozawa, T., Phillips, J. J., James, C. D., Vigneron, D. B., Ronen, S. M. and Nelson, S. J. (2011) Detection of early response to temozolomide treatment in brain tumors using hyperpolarized 13C MR metabolic imaging. J. Magn. Reson. Imaging 33, 1284-1290. https://doi.org/10.1002/jmri.22563
- Pirotte, B., Goldman, S., Massager, N., David, P., Wikler, D., Vandesteene, A., Salmon, I., Brotchi, J. and Levivier, M. (2004) Comparison of 18F-FDG and 11C-methionine for PET-guided stereotactic brain biopsy of gliomas. J. Nucl. Med. 45, 1293-1298.
- Ploessl, K., Wang, L., Lieberman, B. P., Qu, W. and Kung, H. F. (2012) Comparative evaluation of 18F-labeled glutamic acid and glutamine as tumor metabolic imaging agents. J. Nucl. Med. 53, 1616-1624.
- Qu, W., Oya, S., Lieberman, B. P., Ploessl, K., Wang, L., Wise, D. R., Divgi, C. R., Chodosh, L. A., Thompson, C. B. and Kung, H. F. (2012) Preparation and characterization of L-[5-11C]-glutamine for metabolic imaging of tumors. J. Nucl. Med. 53, 98-105. https://doi.org/10.2967/jnumed.111.093831
- Qu, W., Zha, Z., Lieberman, B. P., Mancuso, A., Stetz, M., Rizzi, R., Ploessl, K., Wise, D., Thompson, C. and Kung, H. F. (2011) Facile synthesis [5-(13)C-4-(2)H(2)]-L-glutamine for hyperpolarized MRS imaging of cancer cell metabolism. Acad. Radiol. 18, 932-939. https://doi.org/10.1016/j.acra.2011.05.002
- Rabinovich, B. A., Ye, Y., Etto, T., Chen, J. Q., Levitsky, H. I., Overwijk, W. W., Cooper, L. J., Gelovani, J. and Hwu, P. (2008) Visualizing fewer than 10 mouse T cells with an enhanced firefly luciferase in immunocompetent mouse models of cancer. Proc. Natl. Acad. Sci. U.S.A. 105, 14342-14346. https://doi.org/10.1073/pnas.0804105105
- Racker, E. (1972) Bioenergetics and the problem of tumor growth. Am. Sci. 60, 56-63.
- Radu, C. G., Shu, C. J., Nair-Gill, E., Shelly, S. M., Barrio, J. R., Satyamurthy, N., Phelps, M. E. and Witte, O. N. (2008) Molecular imaging of lymphoid organs and immune activation by positron emission tomography with a new [18F]-labeled 2'-deoxycytidine analog. Nat. Med. 14, 783-788. https://doi.org/10.1038/nm1724
- Rajeshkumar, N. V., Dutta, P., Yabuuchi, S., de Wilde, R. F., Martinez, G. V., Le, A., Kamphorst, J. J., Rabinowitz, J. D., Jain, S. K., Hidalgo, M., Dang, C. V., Gillies, R. J. and Maitra, A. (2015) Therapeutic targeting of the warburg effect in pancreatic cancer relies on an absence of p53 function. Cancer Res. 75, 3355-3364. https://doi.org/10.1158/0008-5472.CAN-15-0108
- Rampinelli, C., Origgi, D. and Bellomi, M. (2013) Low-dose CT: technique, reading methods and image interpretation. Cancer Imaging 12, 548-556.
- Rodrigues, T. B., Serrao, E. M., Kennedy, B. W., Hu, D. E., Kettunen, M. I. and Brindle, K. M. (2014) Magnetic resonance imaging of tumor glycolysis using hyperpolarized 13C-labeled glucose. Nat. Med. 20, 93-97. https://doi.org/10.1038/nm.3416
- Safran, M., Kim, W. Y., Kung, A. L., Horner, J. W., DePinho, R. A. and Kaelin, W. G., Jr. (2003) Mouse reporter strain for noninvasive bioluminescent imaging of cells that have undergone Cre-mediated recombination. Mol. Imaging 2, 297-302. https://doi.org/10.1162/153535003322750637
- Salamanca-Cardona, L., Keshari, K. R. (2015) (13)C-labeled biochemical probes for the study of cancer metabolism with dynamic nuclear polarization-enhanced magnetic resonance imaging. Cancer Metab. 3, 9. https://doi.org/10.1186/s40170-015-0136-2
- Scabini, M., Stellari, F., Cappella, P., Rizzitano, S., Texido, G. and Pesenti, E. (2011) In vivo imaging of early stage apoptosis by measuring real-time caspase-3/7 activation. Apoptosis 16, 198-207. https://doi.org/10.1007/s10495-010-0553-1
- Schulte, M. L., Hight, M. R., Ayers, G. D., Liu, Q., Shyr, Y., Washington, M. K. and Manning, H. C. (2017) Non-invasive glutamine PET Reflects Pharmacological Inhibition of BRAFV600E in vivo. Mol. Imaging Biol. 19, 421-428. https://doi.org/10.1007/s11307-016-1008-z
- Serrao, E. M., Kettunen, M. I., Rodrigues, T. B., Dzien, P., Wright, A. J., Gopinathan, A., Gallagher, F. A., Lewis, D. Y., Frese, K. K., Almeida, J., Howat, W. J., Tuveson, D. A. and Brindle, K. M. (2016) MRI with hyperpolarised [1-13C]pyruvate detects advanced pancreatic preneoplasia prior to invasive disease in a mouse model. Gut 65, 465-475. https://doi.org/10.1136/gutjnl-2015-310114
- Shackelford, D. B., Abt, E., Gerken, L., Vasquez, D. S., Seki, A., Leblanc, M., Wei, L., Fishbein, M. C., Czernin, J., Mischel, P. S. and Shaw, R. J. (2013) LKB1 inactivation dictates therapeutic response of non-small cell lung cancer to the metabolism drug phenformin. Cancer Cell 23, 143-158. https://doi.org/10.1016/j.ccr.2012.12.008
- Shi, D., Cai, G., Peng, J., Li, D., Li, X., Xu, Y. and Cai, S. (2015) The preoperative SUVmax for (18)F-FDG uptake predicts survival in patients with colorectal cancer. BMC Cancer 15, 991.
- Shin, P. J., Zhu, Z., Camarda, R., Bok, R. A., Zhou, A. Y., Kurhanewicz, J., Goga, A. and Vigneron, D. B. (2017) Cancer recurrence monitoring using hyperpolarized [1-13C]pyruvate metabolic imaging in murine breast cancer model. Magn. Reson. Imaging 43, 105-109. https://doi.org/10.1016/j.mri.2017.07.014
- Shiomi, S., Nishiguchi, S., Ishizu, H., Iwata, Y., Sasaki, N., Tamori, A., Habu, D., Takeda, T., Kubo, S. and Ochi, H. (2001) Usefulness of positron emission tomography with fluorine-18-fluorodeoxyglucose for predicting outcome in patients with hepatocellular carcinoma. Am. J. Gastroenterol. 96, 1877-1880. https://doi.org/10.1111/j.1572-0241.2001.03888.x
- Stollfuss, J., Landvogt, N., Abenstein, M., Ziegler, S., Schwaiger, M., Senekowitsch-Schmidtke, R. and Wieder, H. (2015) Non-invasive imaging of implanted peritoneal carcinomatosis in mice using PET and bioluminescence imaging. EJNMMI Res. 5, 125.
- Testa, C., Pultrone, C., Manners, D. N., Schiavina, R. and Lodi, R. (2016) Metabolic imaging in prostate cancer: where we are. Front. Oncol. 6, 225.
- Timm, K. N., Hartl, J., Keller, M. A., Hu, D. E., Kettunen, M. I., Rodrigues, T. B., Ralser, M. and Brindle, K. M. (2015) Hyperpolarized [U-(2) H, U-(13) C]Glucose reports on glycolytic and pentose phosphate pathway activity in EL4 tumors and glycolytic activity in yeast cells. Magn. Reson. Med. 74, 1543-1547. https://doi.org/10.1002/mrm.25561
- Tseng, J. C., Narayanan, N., Ho, G., Groves, K., Delaney, J., Bao, B., Zhang, J., Morin, J., Kossodo, S., Rajopadhye, M. and Peterson, J. D. (2017) Fluorescence imaging of bombesin and transferrin receptor expression is comparable to 18F-FDG PET in early detection of sorafenib-induced changes in tumor metabolism. PLoS ONE 12, e0182689. https://doi.org/10.1371/journal.pone.0182689
- Vahrmeijer, A. L., Hutteman, M., van der Vorst, J. R., van de Velde, C. J. and Frangioni, J. V. (2013) Image-guided cancer surgery using near-infrared fluorescence. Nat. Rev. Clin. Oncol. 10, 507-518. https://doi.org/10.1038/nrclinonc.2013.123
- Van de Bittner, G. C., Dubikovskaya, E. A., Bertozzi, C. R. and Chang, C. J. (2010) In vivo imaging of hydrogen peroxide production in a murine tumor model with a chemoselective bioluminescent reporter. Proc. Natl. Acad. Sci. U.S.A. 107, 21316-21321. https://doi.org/10.1073/pnas.1012864107
- Van Laere, K., Ceyssens, S., Van Calenbergh, F., de Groot, T., Menten, J., Flamen, P., Bormans, G. and Mortelmans, L. (2005) Direct comparison of 18F-FDG and 11C-methionine PET in suspected recurrence of glioma: sensitivity, inter-observer variability and prognostic value. Eur. J. Nucl. Med. Mol. Imaging 32, 39-51. https://doi.org/10.1007/s00259-004-1564-3
- van Oosten, M., Schafer, T., Gazendam, J. A., Ohlsen, K., Tsompanidou, E., de Goffau, M. C., Harmsen, H. J., Crane, L. M., Lim, E., Francis, K. P., Cheung, L., Olive, M., Ntziachristos, V., van Dijl, J. M. and van Dam, G. M. (2013) Real-time in vivo imaging of invasive- and biomaterial-associated bacterial infections using fluorescently labelled vancomycin. Nat. Commun. 4, 2584. https://doi.org/10.1038/ncomms3584
- Vander Heiden, M. G. and DeBerardinis, R. J. (2017) Understanding the intersections between metabolism and cancer biology. Cell 168, 657-669. https://doi.org/10.1016/j.cell.2016.12.039
- Vavere, A. L., Kridel, S. J., Wheeler, F. B. and Lewis, J. S. (2008) 1-11C-acetate as a PET radiopharmaceutical for imaging fatty acid synthase expression in prostate cancer. J. Nucl. Med. 49, 327-334.
- Venneti, S., Dunphy, M. P., Zhang, H., Pitter, K. L., Zanzonico, P., Campos, C., Carlin, S. D., La Rocca, G., Lyashchenko, S., Ploessl, K., Rohle, D., Omuro, A. M., Cross, J. R., Brennan, C. W., Weber, W. A., Holland, E. C., Mellinghoff, I. K., Kung, H. F., Lewis, J. S. and Thompson, C. B. (2015) Glutamine-based PET imaging facilitates enhanced metabolic evaluation of gliomas in vivo. Sci. Transl. Med. 7, 274ra217.
- Viale, A., Pettazzoni, P., Lyssiotis, C. A., Ying, H., Sanchez, N., Marchesini, M., Carugo, A., Green, T., Seth, S., Giuliani, V., Kost-Alimova, M., Muller, F., Colla, S., Nezi, L., Genovese, G., Deem, A. K., Kapoor, A., Yao, W., Brunetto, E., Kang, Y., Yuan, M., Asara, J. M., Wang, Y. A., Heffernan, T. P., Kimmelman, A. C., Wang, H., Fleming, J. B., Cantley, L. C., DePinho, R. A. and Draetta, G. F. (2014) Oncogene ablation-resistant pancreatic cancer cells depend on mitochondrial function. Nature 514, 628-632. https://doi.org/10.1038/nature13611
- Warburg, O. (1956a) On respiratory impairment in cancer cells. Science 124, 269-270.
- Warburg, O. (1956b) On the origin of cancer cells. Science 123, 309-314. https://doi.org/10.1126/science.123.3191.309
- Warburg, O., Wind, F. and Negelein, E. (1927) The metabolism of tumors in the body. J. Gen. Physiol. 8, 519-530.
- Wehrman, T. S., von Degenfeld, G., Krutzik, P. O., Nolan, G. P. and Blau, H. M. (2006) Luminescent imaging of beta-galactosidase activity in living subjects using sequential reporter-enzyme luminescence. Nat. Methods 3, 295-301. https://doi.org/10.1038/nmeth868
- Weinberg, F., Hamanaka, R., Wheaton, W. W., Weinberg, S., Joseph, J., Lopez, M., Kalyanaraman, B., Mutlu, G. M., Budinger, G. R. and Chandel, N. S. (2010) Mitochondrial metabolism and ROS generation are essential for Kras-mediated tumorigenicity. Proc. Natl. Acad. Sci. U.S.A. 107, 8788-8793. https://doi.org/10.1073/pnas.1003428107
- Weinhouse, S. (1956) On respiratory impairment in cancer cells. Science 124, 267-269.
- Weinhouse, S., Millington, R. H. and Wenner, C. E. (1951) Metabolism of neoplastic tissue. I. The oxidation of carbohydrate and fatty acids in transplanted tumors. Cancer Res. 11, 845-850.
- Wenner, C. E., Spirtes, M. A. and Weinhouse, S. (1952) Metabolism of neoplastic tissue. II. A survey of enzymes of the citric acid cycle in transplanted tumors. Cancer Res. 12, 44-49.
- Wibmer, A. G., Burger, I. A., Sala, E., Hricak, H., Weber, W. A. and Vargas, H. A. (2016) Molecular imaging of prostate cancer. Radiographics 36, 142-159. https://doi.org/10.1148/rg.2016150059
- Witney, T. H., James, M. L., Shen, B., Chang, E., Pohling, C., Arksey, N., Hoehne, A., Shuhendler, A., Park, J. H., Bodapati, D., Weber, J., Gowrishankar, G., Rao, J., Chin, F. T. and Gambhir, S. S. (2015) PET imaging of tumor glycolysis downstream of hexokinase through noninvasive measurement of pyruvate kinase M2. Sci. Transl. Med. 7, 310ra169. https://doi.org/10.1126/scitranslmed.aac6117
- Woolfenden, S., Zhu, H. and Charest, A. (2009) A Cre/LoxP conditional luciferase reporter transgenic mouse for bioluminescence monitoring of tumorigenesis. Genesis 47, 659-666. https://doi.org/10.1002/dvg.20545
- Wu, Z., Zha, Z., Li, G., Lieberman, B. P., Choi, S. R., Ploessl, K. and Kung, H. F. (2014) [(18)F](2S,4S)-4-(3-Fluoropropyl)glutamine as a tumor imaging agent. Mol. Pharm. 11, 3852-3866. https://doi.org/10.1021/mp500236y
- Yankeelov, T. E. and Gore, J. C. (2009) Dynamic contrast enhanced magnetic resonance imaging in oncology: theory, data acquisition, analysis, and examples. Curr. Med. Imaging Rev. 3, 91-107.
- Yao, H., So, M. K. and Rao, J. (2007) A bioluminogenic substrate for in vivo imaging of beta-lactamase activity. Angew. Chem. Int. Ed. Engl. 46, 7031-7034.
- Ying, H., Kimmelman, A. C., Lyssiotis, C. A., Hua, S., Chu, G. C., Fletcher-Sananikone, E., Locasale, J. W., Son, J., Zhang, H., Coloff, J. L., Yan, H., Wang, W., Chen, S., Viale, A., Zheng, H., Paik, J. H., Lim, C., Guimaraes, A. R., Martin, E. S., Chang, J., Hezel, A. F., Perry, S. R., Hu, J., Gan, B., Xiao, Y., Asara, J. M., Weissleder, R., Wang, Y. A., Chin, L., Cantley, L. C. and DePinho, R. A. (2012) Oncogenic Kras maintains pancreatic tumors through regulation of anabolic glucose metabolism. Cell 149, 656-670. https://doi.org/10.1016/j.cell.2012.01.058
- Yoshimoto, M., Waki, A., Yonekura, Y., Sadato, N., Murata, T., Omata, N., Takahashi, N., Welch, M. J. and Fujibayashi, Y. (2001) Characterization of acetate metabolism in tumor cells in relation to cell proliferation: acetate metabolism in tumor cells. Nucl. Med. Biol. 28, 117-122. https://doi.org/10.1016/S0969-8051(00)00195-5
- Zhang, X., Bloch, S., Akers, W. and Achilefu, S. (2012) Near-infrared molecular probes for in vivo imaging. Curr. Protoc. Cytom. Chapter 12, Unit12.27.
- Zhou, H., Luby-Phelps, K., Mickey, B. E., Habib, A. A., Mason, R. P. and Zhao, D. (2009) Dynamic near-infrared optical imaging of 2-deoxyglucose uptake by intracranial glioma of athymic mice. PLoS ONE 4, e8051. https://doi.org/10.1371/journal.pone.0008051
- Zhou, R., Pantel, A. R., Li, S., Lieberman, B. P., Ploessl, K., Choi, H., Blankemeyer, E., Lee, H., Kung, H. F., Mach, R. H. and Mankoff, D. A. (2017) [18F](2S,4R)4-fluoroglutamine PET detects glutamine pool size changes in triple-negative breast cancer in response to glutaminase inhibition. Cancer Res. 77, 1476-1484. https://doi.org/10.1158/0008-5472.CAN-16-1945
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