TGF-β signaling in the tumor metabolic microenvironment and targeted therapies
Open accessAbstract
Transforming growth factor-β (TGF-β) signaling has a paradoxical role in cancer progression, and it acts as a tumor suppressor in the early stages but a tumor promoter in the late stages of cancer. Once cancer cells are generated, TGF-β signaling is responsible for the orchestration of the immunosuppressive tumor microenvironment (TME) and supports cancer growth, invasion, metastasis, recurrence, and therapy resistance. These progressive behaviors are driven by an “engine” of the metabolic reprogramming in cancer. Recent studies have revealed that TGF-β signaling regulates cancer metabolic reprogramming and is a metabolic driver in the tumor metabolic microenvironment (TMME). Intriguingly, TGF-β ligands act as an “endocrine” cytokine and influence host metabolism. Therefore, having insight into the role of TGF-β signaling in the TMME is instrumental for acknowledging its wide range of effects and designing new cancer treatment strategies. Herein, we try to illustrate the concise definition of TMME based on the published literature. Then, we review the metabolic reprogramming in the TMME and elaborate on the contribution of TGF-β to metabolic rewiring at the cellular (intracellular), tissular (intercellular), and organismal (cancer-host) levels. Furthermore, we propose three potential applications of targeting TGF-β-dependent mechanism reprogramming, paving the way for TGF-β-related antitumor therapy from the perspective of metabolism.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
TGFβ1 promotes the infiltration of CAFs.
“Prior studies have also indicated that TGFβ1 is both a key product and a major stimulant of CAFs, promoting the accumulation of CAFs and the deposition of the ECM 47,48.”
From TBX3 shapes an immunosuppressive microenvironment and induces immunotherapy resistance (2025) · cites this paper as [47]
The section on TGF-β-dependent stromal–epithelial coupling (page unavailable) says TGF-β1 induces normal fibroblasts to become CAFs and increases collagen synthesis. This supports CAF formation and a component of ECM deposition, but it does not establish that TGF-β1 promotes CAF infiltration into tumors. (LLM, conf=0.83)
Experimental — accuracy not yet measuredTGFβ1 is the primary subtype of TGF in the TME and plays a crucial role in forming a non-inflamed TME.
“Notably, TGFβ1 is the primary subtype of TGF in the TME and plays a crucial role in forming a non-inflamed TME.”
From TBX3 shapes an immunosuppressive microenvironment and induces immunotherapy resistance (2025) · cites this paper as [47]
The Background (page unavailable) identifies TGF-β1 as one of three TGF-β ligands but does not say it is the primary subtype in the TME. The ‘Immune cells–epithelia metabolism coupling’ section (page unavailable) says TGF-β signaling contributes to an immunosuppressive TME, but does not specifically attribute formation of a non-inflamed TME to TGF-β1. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Understanding the Warburg Effect: The Metabolic Requirements of Cell Proliferation
Vander Heiden, M. G., Cantley, L. C., & Thompson, C. B. (2009) · Science · doi:10.1126/science.1160809 · Cited by 16,197 · see citing works
Aerobic glycolysis: Meeting the metabolic requirements of cell proliferation
Lunt, S. Y., & Vander Heiden, M. G. (2011) · Annual Review of Cell and Developmental Biology · doi:10.1146/annurev-cellbio-092910-154237 · Cited by 3,057 · see citing works
Metabolic reprogramming and cancer progression
Faubert, B., Solmonson, A., & DeBerardinis, R. J. (2020) · Science · doi:10.1126/science.aaw5473 · Cited by 2,740 · see citing works
Michalek, R. D., Gerriets, V. A., Jacobs, S. R., Macintyre, A. N., MacIver, N. J., Mason, E. F., Sullivan, S. A., Nichols, A. G., & Rathmell, J. C. (2011) · The Journal of Immunology · doi:10.4049/jimmunol.1003613 · Cited by 2,091 · see citing works
Transcriptional paradigms in mammalian mitochondrial biogenesis and function
Scarpulla, R. C. (2008) · Physiological Reviews · doi:10.1152/physrev.00025.2007 · Cited by 1,666 · see citing works
Phosphoenolpyruvate Is a Metabolic Checkpoint of Anti-tumor T Cell Responses
Ho, P.-C., Bihuniak, J. D., Macintyre, A. N., Staron, M., Liu, X., Amezquita, R., Tsui, Y.-C., Cui, G., Micevic, G., Perales, J. C., et al. (2015) · Cell · doi:10.1016/j.cell.2015.08.012 · Cited by 1,462 · see citing works
Berra, E., Benizri, E., Ginouvès, A., Volmat, V., Roux, D., & Pouysségur, J. (2003) · The EMBO Journal · doi:10.1093/emboj/cdg392 · Cited by 1,348 · see citing works
Cholesterol Induces CD8+ T Cell Exhaustion in the Tumor Microenvironment
Ma, X., Bi, E., Lu, Y., Su, P., Huang, C., Liu, L., Wang, Q., Yang, M., Kalady, M. F., Qian, J., et al. (2019) · Cell Metabolism · doi:10.1016/j.cmet.2019.04.002 · Cited by 1,033 · see citing works
TGFβ biology in cancer progression and immunotherapy
Derynck, R., Turley, S. J., & Akhurst, R. J. (2021) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-020-0403-1 · Cited by 944 · see citing works
Lactate in the Regulation of Tumor Microenvironment and Therapeutic Approaches
de la Cruz-López, K. G., Castro-Muñoz, L. J., Reyes-Hernández, D. O., García-Carrancá, A., & Manzo-Merino, J. (2019) · Frontiers in Oncology · doi:10.3389/fonc.2019.01143 · Cited by 940 · see citing works
Metabolism of immune cells in cancer
Leone, R. D., & Powell, J. D. (2020) · Nature Reviews Cancer · doi:10.1038/s41568-020-0273-y · Cited by 877 · see citing works
Autophagy and Tumor Metabolism
Kimmelman, A. C., & White, E. (2017) · Cell Metabolism · doi:10.1016/j.cmet.2017.04.004 · Cited by 826 · see citing works
SDH mutations establish a hypermethylator phenotype in paraganglioma
Letouzé, E., Martinelli, C., Loriot, C., Burnichon, N., Abermil, N., Ottolenghi, C., Janin, M., Menara, M., Nguyen, A. T., Benit, P., et al. (2013) · Cancer Cell · doi:10.1016/j.ccr.2013.04.018 · Cited by 776 · see citing works
Kim, J.-W., Gao, P., Liu, Y.-C., Semenza, G. L., & Dang, C. V. (2007) · Molecular and Cellular Biology · doi:10.1128/mcb.00440-07 · Cited by 658 · see citing works
Metabolic landscape of the tumor microenvironment at single cell resolution
Xiao, Z., Dai, Z., & Locasale, J. W. (2019) · Nature Communications · doi:10.1038/s41467-019-11738-0 · Cited by 524 · see citing works
HIF drives lipid deposition and cancer in ccRCC via repression of fatty acid metabolism
Du, W., Zhang, L., Brett-Morris, A., Aguila, B., Kerner, J., Hoppel, C. L., Puchowicz, M., Serra, D., Herrero, L., Rini, B. I., et al. (2017) · Nature Communications · doi:10.1038/s41467-017-01965-8 · Cited by 468 · see citing works
Transforming growth factor‐β in stem cells and tissue homeostasis
Xu, X., Zheng, L., Yuan, Q., Zhen, G., Crane, J. L., Zhou, X., & Cao, X. (2018) · Bone Research · doi:10.1038/s41413-017-0005-4 · Cited by 414 · see citing works
Targeting TGFβ signal transduction for cancer therapy
Liu, S., Ren, J., & ten Dijke, P. (2021) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-020-00436-9 · Cited by 413 · cited 1× · see citing works
“Paradoxical TGF-β functions are celland context-dependent with a specific molecular mechanism [9, 10].”
BackgroundCham, C. M., Driessens, G., O'Keefe, J. P., & Gajewski, T. F. (2008) · European Journal of Immunology · doi:10.1002/eji.200838289 · Cited by 388 · see citing works
Li, J., Wang, L., Chen, X., Li, L., Li, Y., Ping, Y., Huang, L., Yue, D., Zhang, Z., Wang, F., et al. (2017) · OncoImmunology · doi:10.1080/2162402x.2017.1320011 · Cited by 299 · see citing works
Martinez-Outschoorn, U. E., Pavlides, S., Howell, A., Pestell, R. G., Tanowitz, H. B., Sotgia, F., & Lisanti, M. P. (2011) · The International Journal of Biochemistry & Cell Biology · doi:10.1016/j.biocel.2011.01.023 · Cited by 248 · see citing works
Clement, E., Lazar, I., Attané, C., Carrié, L., Dauvillier, S., Ducoux‐Petit, M., Esteve, D., Menneteau, T., Moutahir, M., Le Gonidec, S., et al. (2020) · The EMBO Journal · doi:10.15252/embj.2019102525 · Cited by 240 · see citing works
Dehydroepiandrosterone (DHEA): Hypes and Hopes
Rutkowski, K., Sowa, P., Rutkowska-Talipska, J., Kuryliszyn-Moskal, A., & Rutkowski, R. (2014) · Drugs · doi:10.1007/s40265-014-0259-8 · Cited by 216 · see citing works
Sharma, A., Smyrk, T. C., Levy, M. J., Topazian, M. A., & Chari, S. T. (2018) · Gastroenterology · doi:10.1053/j.gastro.2018.04.025 · Cited by 204 · see citing works
Zhu, Z., Achreja, A., Meurs, N., Animasahun, O., Owen, S., Mittal, A., Parikh, P., Lo, T.-W., Franco-Barraza, J., Shi, J., et al. (2020) · Nature Metabolism · doi:10.1038/s42255-020-0226-5 · Cited by 204 · see citing works
Varghese, S., Pramanik, S., Williams, L. J., Hodges, H. R., Hudgens, C. W., Fischer, G. M., Luo, C. K., Knighton, B., Tan, L., Lorenzi, P. L., et al. (2021) · Molecular Cancer Therapeutics · doi:10.1158/1535-7163.mct-20-0430 · Cited by 171 · see citing works
Small molecules targeting HIF-1α pathway for cancer therapy in recent years.
Tang, W., & Zhao, G. (2020) · Bioorganic & Medicinal Chemistry · doi:10.1016/j.bmc.2019.115235 · Cited by 50 · see citing works
Flagged first, then by citations
Research works printed but not linked: 292
- [1]Yeh HW Lee SS Chang CY Lang YD Jou YS A new switch for TGFβ in cancer Cancer Res 2019 79 15 3797 3805 10.1158/0008-5472.CAN-18-2019 31300476 · DOI
- [2]Davis MD Suzaki I Kawano S Komiya K Cai Q Oh Y Rubin BK Tissue factor facilitates wound healing in human airway epithelial cells Chest 2019 155 3 534 539 10.1016/j.chest.2018.10.007 30359615 PMC6435916 · DOI
- [3]Hinck AP Mueller TD Springer TA Structural biology and evolution of the TGF-β family Cold Spring Harb Perspect Biol 2016 8 12 a022103 10.1101/cshperspect.a022103 27638177 PMC5131774 · DOI
- [4]Wynn TA Barron L Macrophages: master regulators of inflammation and fibrosis Semin Liver Dis 2010 30 3 245 257 10.1055/s-0030-1255354 20665377 PMC2924662 · DOI · Paper page
- [5]Batlle E Massagué J Transforming growth factor-β signaling in immunity and cancer Immunity 2019 50 4 924 940 10.1016/j.immuni.2019.03.024 30995507 PMC7507121 · DOI · Paper page
- [7]Kaplan DH Li MO Jenison MC Shlomchik WD Flavell RA Shlomchik MJ Autocrine/paracrine TGFbeta1 is required for the development of epidermal langerhans cells J Exp Med 2007 204 11 2545 2552 10.1084/jem.20071401 17938236 PMC2118472 · DOI · Paper page
- [8]Wu F Weigel KJ Zhou H Wang XJ Paradoxical roles of TGF-β signaling in suppressing and promoting squamous cell carcinoma Acta Biochim Biophys Sin 2018 50 1 98 105 10.1093/abbs/gmx127 29206939 PMC5846704 · DOI
- [10]Shi X Young CD Zhou H Wang X Transforming growth factor-β signaling in fibrotic diseases and cancer-associated fibroblasts Biomolecules 2020 10 12 1666 10.3390/biom10121666 PMC7763058 33322749 · DOI
- [11]Seoane J Gomis RR TGF-β family signaling in tumor suppression and cancer progression Cold Spring Harb Perspect Biol 2017 9 12 a022277 10.1101/cshperspect.a022277 28246180 PMC5710110 · DOI
- [12]Bagati A Kumar S Jiang P Pyrdol J Zou AE Godicelj A Mathewson ND Cartwright ANR Cejas P Brown M Integrin αvβ6-TGFβ-SOX4 pathway drives immune evasion in triple-negative breast cancer Cancer Cell 2021 39 1 54 67.e59 10.1016/j.ccell.2020.12.001 33385331 PMC7855651 · DOI
- [13]Lin YT Wu KJ Epigenetic regulation of epithelial-mesenchymal transition: focusing on hypoxia and TGF-β signaling J Biomed Sci 2020 27 1 39 10.1186/s12929-020-00632-3 32114978 PMC7050137 · DOI
- [15]Seyfried TN Cancer as a mitochondrial metabolic disease Front Cell Dev Biol 2015 3 43 10.3389/fcell.2015.00043 26217661 PMC4493566 · DOI
- [16]Guido C Whitaker-Menezes D Capparelli C Balliet R Lin Z Pestell RG Howell A Aquila S Andò S Martinez-Outschoorn U Metabolic reprogramming of cancer-associated fibroblasts by TGF-β drives tumor growth: connecting TGF-β signaling with "Warburg-like" cancer metabolism and L-lactate production Cell Cycle 2012 11 16 3019 3035 10.4161/cc.21384 22874531 PMC3442913 · DOI
- [17]Fosslien E Cancer morphogenesis: role of mitochondrial failure Ann Clin Lab Sci 2008 38 4 307 329 18988924
- [18]Wang YA Li XL Mo YZ Fan CM Tang L Xiong F Guo C Xiang B Zhou M Ma J Effects of tumor metabolic microenvironment on regulatory T cells Mol Cancer 2018 17 1 168 10.1186/s12943-018-0913-y 30477520 PMC6260778 · DOI
- [19]García-Cañaveras JC Chen L Rabinowitz JD The tumor metabolic microenvironment: lessons from lactate Cancer Res 2019 79 13 3155 3162 10.1158/0008-5472.CAN-18-3726 31171526 PMC6606343 · DOI
- [20]Eisenberg L Eisenberg-Bord M Eisenberg-Lerner A Sagi-Eisenberg R Metabolic alterations in the tumor microenvironment and their role in oncogenesis Cancer Lett 2020 484 65 71 10.1016/j.canlet.2020.04.016 32387442 · DOI
- [22]Magalhaes I Yogev O Mattsson J Schurich A The metabolic profile of tumor and virally infected cells shapes their microenvironment counteracting T Cell immunity Front Immunol 2019 10 2309 10.3389/fimmu.2019.02309 31636636 PMC6788393 · DOI
- [23]Yang E Wang X Gong Z Yu M Wu H Zhang D Exosome-mediated metabolic reprogramming: the emerging role in tumor microenvironment remodeling and its influence on cancer progression Signal Transduct Target Ther 2020 5 1 242 10.1038/s41392-020-00359-5 33077737 PMC7572387 · DOI
- [24]Li X Wenes M Romero P Huang SC Fendt SM Ho PC Navigating metabolic pathways to enhance antitumour immunity and immunotherapy Nat Rev Clin Oncol 2019 16 7 425 441 10.1038/s41571-019-0203-7 30914826 · DOI
- [25]Boroughs LK DeBerardinis RJ Metabolic pathways promoting cancer cell survival and growth Nat Cell Biol 2015 17 4 351 359 10.1038/ncb3124 25774832 PMC4939711 · DOI
- [26]O'Neill LA Pearce EJ Immunometabolism governs dendritic cell and macrophage function J Exp Med 2016 213 1 15 23 10.1084/jem.20151570 26694970 PMC4710204 · DOI
- [27]Hua W Ten Dijke P Kostidis S Giera M Hornsveld M TGFβ-induced metabolic reprogramming during epithelial-to-mesenchymal transition in cancer Cellular Mol Life Sci: CMLS 2020 77 11 2103 2123 10.1007/s00018-019-03398-6 31822964 PMC7256023 · DOI
- [28]Ye J Medzhitov R Control strategies in systemic metabolism Nat Metab 2019 1 10 947 957 10.1038/s42255-019-0118-8 32694839 · DOI
- [29]Ocaña MC Martínez-Poveda B Quesada AR Medina M Metabolism within the tumor microenvironment and its implication on cancer progression: an ongoing therapeutic target Med Res Rev 2019 39 1 70 113 10.1002/med.21511 29785785 · DOI
- [30]Egeblad M Nakasone ES Werb Z Tumors as organs: complex tissues that interface with the entire organism Dev Cell 2010 18 6 884 901 10.1016/j.devcel.2010.05.012 20627072 PMC2905377 · DOI
- [31]Judge A Dodd MS Metabolism Essays Biochem 2020 64 4 607 647 10.1042/EBC20190041 32830223 PMC7545035 · DOI
- [32]Zhu J Thompson CB Metabolic regulation of cell growth and proliferation Nat Rev Mol Cell Biol 2019 20 7 436 450 10.1038/s41580-019-0123-5 30976106 PMC6592760 · DOI
- [33]Deng S Wang S Shi X Zhou H Microenvironment in oral potentially malignant disorders: multi-dimensional characteristics and mechanisms of carcinogenesis Int J Mol Sci 2022 23 16 8940 10.3390/ijms23168940 36012205 PMC9409092 · DOI
- [34]Koundouros N Poulogiannis G Reprogramming of fatty acid metabolism in cancer Br J Cancer 2020 122 1 4 22 10.1038/s41416-019-0650-z 31819192 PMC6964678 · DOI
- [36]Gupta S Roy A Dwarakanath BS Metabolic cooperation and competition in the tumor microenvironment: implications for therapy Front Oncol 2017 7 68 68 10.3389/fonc.2017.00068 28447025 PMC5388702 · DOI
- [37]Shen W Tao G-Q Zhang Y Cai B Sun J Tian Z-Q TGF-β in pancreatic cancer initiation and progression: two sides of the same coin Cell Biosci 2017 7 1 39 10.1186/s13578-017-0168-0 28794854 PMC5545849 · DOI
- [38]Penafuerte C Bautista-Lopez N Bouchentouf M Birman E Forner K Galipeau J Novel TGF-β antagonist inhibits tumor growth and angiogenesis by inducing IL-2 receptor-driven STAT1 activation J Immunol 2011 186 12 6933 6944 10.4049/jimmunol.1003816 21551368 · DOI
- [39]Xie F Ling L van Dam H Zhou F Zhang L TGF-β signaling in cancer metastasis Acta Biochim Biophys Sin 2018 50 1 121 132 10.1093/abbs/gmx123 29190313 · DOI · Paper page
- [40]Shi X Luo J Weigel KJ Hall SC Du D Wu F Rudolph MC Zhou H Young CD Wang X-J Cancer-associated fibroblasts facilitate squamous cell carcinoma lung metastasis in mice by providing TGFβ-mediated cancer stem cell niche Front Cell Dev Biol 2021 10.3389/fcell.2021.668164 34527666 PMC8435687 · DOI
- [41]Angioni R Sánchez-Rodríguez R Viola A Molon B TGF-β in cancer: metabolic driver of the tolerogenic crosstalk in the tumor microenvironment Cancers 2021 13 3 401 10.3390/cancers13030401 33499083 PMC7865468 · DOI
- [42]Warburg O On the origin of cancer cells Science 1956 123 3191 309 314 10.1126/science.123.3191.309 13298683 · DOI · Paper page
- [43]Weinhouse S Glycolysis, respiration, and anomalous gene expression in experimental hepatomas: G.H.A Clowes memorial lecture Cancer Res 1972 32 10 2007 2016 4343003
- [44]Weinhouse S Oxidative metabolism of neoplastic tissues Adv Cancer Res 1955 3 269 325 10.1016/S0065-230X(08)60922-7 13248743 · DOI
- [45]Gatenby RA Gillies RJ Why do cancers have high aerobic glycolysis? Nat Rev Cancer 2004 4 11 891 899 10.1038/nrc1478 15516961 · DOI · Paper page
- [49]Bardella C Pollard PJ Tomlinson I SDH mutations in cancer Biochem Biophys Acta 2011 1807 11 1432 1443 21771581
- [51]Marquez J Flores J Kim AH Nyamaa B Nguyen ATT Park N Han J Rescue of TCA cycle dysfunction for cancer therapy J Clin Med 2019 8 12 2161 10.3390/jcm8122161 PMC6947145 31817761 · DOI
- [52]Patra KC Hay N The pentose phosphate pathway and cancer Trends Biochem Sci 2014 39 8 347 354 10.1016/j.tibs.2014.06.005 25037503 PMC4329227 · DOI
- [53]Jiang P Du W Wu M Regulation of the pentose phosphate pathway in cancer Protein Cell 2014 5 8 592 602 10.1007/s13238-014-0082-8 25015087 PMC4112277 · DOI
- [54]Feng Q Li X Sun W Sun M Li Z Sheng H Xie F Zhang S Shan C Targeting G6PD reverses paclitaxel resistance in ovarian cancer by suppressing GSTP1 Biochem Pharmacol 2020 178 114092 10.1016/j.bcp.2020.114092 32535103 · DOI
- [55]Zhang Q Han Q Yang Z Ni Y Agbana YL Bai H Yi Z Yi X Kuang Y Zhu Y G6PD facilitates clear cell renal cell carcinoma invasion by enhancing MMP2 expression through ROS-MAPK axis pathway Int J Oncol 2020 57 1 197 212 32319593 PMC7252464
- [56]Yamawaki K Mori Y Sakai H Kanda Y Shiokawa D Ueda H Ishiguro T Yoshihara K Nagasaka K Onda T Integrative analyses of gene expression and chemosensitivity of patient-derived ovarian cancer spheroids link G6PD-driven redox metabolism to cisplatin chemoresistance Cancer Lett 2021 521 29 38 10.1016/j.canlet.2021.08.018 34419499 · DOI
- [57]Hong W Cai P Xu C Cao D Yu W Zhao Z Huang M Jin J Inhibition of glucose-6-phosphate dehydrogenase reverses cisplatin resistance in lung cancer cells via the redox system Front Pharmacol 2018 9 43 10.3389/fphar.2018.00043 29445340 PMC5797786 · DOI
- [58]Schmidt M Voelker HU Kapp M Krockenberger M Dietl J Kammerer U Glycolytic phenotype in breast cancer: activation of Akt, up-regulation of GLUT1, TKTL1 and down-regulation of M2PK J Cancer Res Clin Oncol 2010 136 2 219 225 10.1007/s00432-009-0652-y 19655166 PMC11828084 · DOI
- [59]da Costa IA Hennenlotter J Stühler V Kühs U Scharpf M Todenhöfer T Stenzl A Bedke J Transketolase like 1 (TKTL1) expression alterations in prostate cancer tumorigenesis Urol Oncol 2018 36 10 472.e421 472.e427 10.1016/j.urolonc.2018.06.010 30119993 · DOI
- [60]Schultz H Kähler D Branscheid D Vollmer E Zabel P Goldmann T TKTL1 is overexpressed in a large portion of non-small cell lung cancer specimens Diagn Pathol 2008 3 1 35 10.1186/1746-1596-3-35 18700018 PMC2526982 · DOI
- [61]Wang C Guo K Gao D Kang X Jiang K Li Y Sun L Zhang S Sun C Liu X Identification of transaldolase as a novel serum biomarker for hepatocellular carcinoma metastasis using xenografted mouse model and clinic samples Cancer Lett 2011 313 2 154 166 10.1016/j.canlet.2011.08.031 22023829 · DOI
- [63]Gounaris I Brenton JD Molecular pathogenesis of ovarian clear cell carcinoma Future Oncol 2015 11 9 1389 1405 10.2217/fon.15.45 25952785 · DOI
- [64]Pletneva MA Andea A Palanisamy N Betz BL Carskadon S Wang M Patel RM Fullen DR Harms PW Clear cell melanoma: a cutaneous clear cell malignancy Arch Pathol Lab Med 2014 138 10 1328 1336 10.5858/arpa.2014-0307-CC 25268196 · DOI
- [65]Pescador N Villar D Cifuentes D Garcia-Rocha M Ortiz-Barahona A Vazquez S Ordoñez A Cuevas Y Saez-Morales D Garcia-Bermejo ML Hypoxia promotes glycogen accumulation through hypoxia inducible factor (HIF)-mediated induction of glycogen synthase 1 PLoS ONE 2010 5 3 e9644 10.1371/journal.pone.0009644 20300197 PMC2837373 · DOI
- [66]Shen GM Zhang FL Liu XL Zhang JW Hypoxia-inducible factor 1-mediated regulation of PPP1R3C promotes glycogen accumulation in human MCF-7 cells under hypoxia FEBS Lett 2010 584 20 4366 4372 10.1016/j.febslet.2010.09.040 20888814 · DOI
- [67]Pelletier J Bellot G Gounon P Lacas-Gervais S Pouysségur J Mazure NM Glycogen synthesis is induced in hypoxia by the hypoxia-inducible factor and promotes cancer cell survival Front Oncol 2012 2 18 10.3389/fonc.2012.00018 22649778 PMC3355943 · DOI
- [68]Iida Y Aoki K Asakura T Ueda K Yanaihara N Takakura S Yamada K Okamoto A Tanaka T Ohkawa K Hypoxia promotes glycogen synthesis and accumulation in human ovarian clear cell carcinoma Int J Oncol 2012 40 6 2122 2130 22447231
- [69]Dauer P Lengyel E New roles for glycogen in tumor progression Trends Cancer 2019 5 7 396 399 10.1016/j.trecan.2019.05.003 31311654 · DOI
- [70]Liu Q Li J Zhang W Xiao C Zhang S Nian C Li J Su D Chen L Zhao Q Glycogen accumulation and phase separation drives liver tumor initiation Cell 2021 184 22 5559 5576.e19 10.1016/j.cell.2021.10.001 34678143 · DOI
- [71]Favaro E Bensaad K Chong MG Tennant DA Ferguson DJ Snell C Steers G Turley H Li JL Günther UL Glucose utilization via glycogen phosphorylase sustains proliferation and prevents premature senescence in cancer cells Cell Metab 2012 16 6 751 764 10.1016/j.cmet.2012.10.017 23177934 · DOI
- [72]Pastushenko I Blanpain C EMT transition states during tumor progression and metastasis Trends Cell Biol 2019 29 3 212 226 10.1016/j.tcb.2018.12.001 30594349 · DOI
- [73]Xue G Restuccia DF Lan Q Hynx D Dirnhofer S Hess D Rüegg C Hemmings BA Akt/PKB-mediated phosphorylation of Twist1 promotes tumor metastasis via mediating cross-talk between PI3K/Akt and TGF-β signaling axes Cancer Discov 2012 2 3 248 259 10.1158/2159-8290.CD-11-0270 22585995 · DOI
- [74]Brandl M Seidler B Haller F Adamski J Schmid RM Saur D Schneider G IKK(α) controls canonical TGF(ß)-SMAD signaling to regulate genes expressing SNAIL and SLUG during EMT in panc1 cells J Cell Sci 2010 123 Pt 24 4231 4239 10.1242/jcs.071100 21081648 · DOI
- [75]Zhang L Wang X Lai C Zhang H Lai M PMEPA1 induces EMT via a non-canonical TGF-β signalling in colorectal cancer J Cell Mol Med 2019 23 5 3603 3615 10.1111/jcmm.14261 30887697 PMC6484414 · DOI
- [76]Li W Wei Z Liu Y Li H Ren R Tang Y Increased 18F-FDG uptake and expression of Glut1 in the EMT transformed breast cancer cells induced by TGF-beta Neoplasma 2010 57 3 234 240 10.4149/neo_2010_03_234 20353274 · DOI
- [77]Liu M Quek LE Sultani G Turner N Epithelial-mesenchymal transition induction is associated with augmented glucose uptake and lactate production in pancreatic ductal adenocarcinoma Cancer Metab 2016 4 19 10.1186/s40170-016-0160-x 27777765 PMC5066287 · DOI
- [78]Nilchian A Giotopoulou N Sun W Fuxe J Different regulation of Glut1 expression and glucose uptake during the induction and chronic stages of TGFβ1-induced EMT in breast cancer cells Biomolecules 2020 10 12 1621 10.3390/biom10121621 PMC7760794 33271824 · DOI
- [79]Dai H Deng HB Wang YH Guo JJ Resveratrol inhibits the growth of gastric cancer via the Wnt/β-catenin pathway Oncol Lett 2018 16 2 1579 1583 30008840 PMC6036503
- [80]Oh S Kim H Nam K Shin I Silencing of Glut1 induces chemoresistance via modulation of Akt/GSK-3β/β-catenin/survivin signaling pathway in breast cancer cells Arch Biochem Biophys 2017 636 110 122 10.1016/j.abb.2017.08.009 28803837 · DOI
- [81]Masin M Vazquez J Rossi S Groeneveld S Samson N Schwalie PC Deplancke B Frawley LE Gouttenoire J Moradpour D GLUT3 is induced during epithelial-mesenchymal transition and promotes tumor cell proliferation in non-small cell lung cancer Cancer Metab 2014 2 11 10.1186/2049-3002-2-11 25097756 PMC4122054 · DOI
- [82]Botzer LE Maman S Sagi-Assif O Meshel T Nevo I Yron I Witz IP Hexokinase 2 is a determinant of neuroblastoma metastasis Br J Cancer 2016 114 7 759 766 10.1038/bjc.2016.26 26986252 PMC4984856 · DOI
- [83]Chen J Yu Y Li H Hu Q Chen X He Y Xue C Ren F Ren Z Li J Long non-coding RNA PVT1 promotes tumor progression by regulating the miR-143/HK2 axis in gallbladder cancer Mol Cancer 2019 18 1 33 10.1186/s12943-019-0947-9 30825877 PMC6397746 · DOI
- [84]Rodríguez-García A Samsó P Fontova P Simon-Molas H Manzano A Castaño E Rosa JL Martinez-Outshoorn U Ventura F Navarro-Sabaté À TGF-β1 targets Smad, p38 MAPK, and PI3K/Akt signaling pathways to induce PFKFB3 gene expression and glycolysis in glioblastoma cells FEBS J 2017 284 20 3437 3454 10.1111/febs.14201 28834297 · DOI
- [85]De Bock K Georgiadou M Schoors S Kuchnio A Wong BW Cantelmo AR Quaegebeur A Ghesquière B Cauwenberghs S Eelen G Role of PFKFB3-driven glycolysis in vessel sprouting Cell 2013 154 3 651 663 10.1016/j.cell.2013.06.037 23911327 · DOI
- [86]Van Schaftingen E Lederer B Bartrons R Hers HG A kinetic study of pyrophosphate: fructose-6-phosphate phosphotransferase from potato tubers. Application to a microassay of fructose 2,6-bisphosphate Eur J Biochem 1982 129 1 191 195 10.1111/j.1432-1033.1982.tb07039.x 6297885 · DOI
- [87]Yalcin A Solakoglu TH Ozcan SC Guzel S Peker S Celikler S Balaban BD Sevinc E Gurpinar Y Chesney JA 6-phosphofructo-2-kinase/fructose 2,6-bisphosphatase-3 is required for transforming growth factor β1-enhanced invasion of Panc1 cells in vitro Biochem Biophys Res Commun 2017 484 3 687 693 10.1016/j.bbrc.2017.01.178 28161638 · DOI
- [88]Zahra K Dey T Ashish Mishra SP Pandey U Pyruvate Kinase M2 and Cancer: the role of PKM2 in promoting tumorigenesis Front Oncol 2020 10 159 10.3389/fonc.2020.00159 32195169 PMC7061896 · DOI
- [89]Hamabe A Konno M Tanuma N Shima H Tsunekuni K Kawamoto K Nishida N Koseki J Mimori K Gotoh N Role of pyruvate kinase M2 in transcriptional regulation leading to epithelial-mesenchymal transition Proc Natl Acad Sci USA 2014 111 43 15526 15531 10.1073/pnas.1407717111 25313085 PMC4217454 · DOI
- [90]Liu Y Yuan X Li W Cao Q Shu Y Aspirin-triggered resolvin D1 inhibits TGF-β1-induced EMT through the inhibition of the mTOR pathway by reducing the expression of PKM2 and is closely linked to oxidative stress Int J Mol Med 2016 38 4 1235 1242 10.3892/ijmm.2016.2721 27573422 · DOI
- [91]Vander Heiden MG Christofk HR Schuman E Subtelny AO Sharfi H Harlow EE Xian J Cantley LC Identification of small molecule inhibitors of pyruvate kinase M2 Biochem Pharmacol 2010 79 8 1118 1124 10.1016/j.bcp.2009.12.003 20005212 PMC2823991 · DOI
- [92]Chen J Xie J Jiang Z Wang B Wang Y Hu X Shikonin and its analogs inhibit cancer cell glycolysis by targeting tumor pyruvate kinase-M2 Oncogene 2011 30 42 4297 4306 10.1038/onc.2011.137 21516121 · DOI
- [93]Shankar Babu M Mahanta S Lakhter AJ Hato T Paul S Naidu SR Lapachol inhibits glycolysis in cancer cells by targeting pyruvate kinase M2 PLoS ONE 2018 13 2 e0191419 10.1371/journal.pone.0191419 29394289 PMC5796696 · DOI
- [94]Li X Zhang Z Zhang Y Cao Y Wei H Wu Z Upregulation of lactate-inducible snail protein suppresses oncogene-mediated senescence through p16(INK4a) inactivation J Exp Clin Cancer Res: CR 2018 37 1 39 39 10.1186/s13046-018-0701-y 29482580 PMC5828408 · DOI
- [95]Fischer K Hoffmann P Voelkl S Meidenbauer N Ammer J Edinger M Gottfried E Schwarz S Rothe G Hoves S Inhibitory effect of tumor cell-derived lactic acid on human T cells Blood 2007 109 9 3812 3819 10.1182/blood-2006-07-035972 17255361 · DOI · Paper page
- [96]Wang H Chen Y Wu G SDHB deficiency promotes TGFβ-mediated invasion and metastasis of colorectal cancer through transcriptional repression complex SNAIL1-SMAD3/4 Transl oncology 2016 9 6 512 520 10.1016/j.tranon.2016.09.009 PMC5097976 27816688 · DOI
- [97]Aspuria PP Lunt SY Väremo L Vergnes L Gozo M Beach JA Salumbides B Reue K Wiedemeyer WR Nielsen J Succinate dehydrogenase inhibition leads to epithelial-mesenchymal transition and reprogrammed carbon metabolism Cancer Metabol 2014 2 21 10.1186/2049-3002-2-21 PMC4322794 25671108 · DOI
- [98]Soukupova J Malfettone A Hyroššová P Hernández-Alvarez M-I Peñuelas-Haro I Bertran E Junza A Capellades J Giannelli G Yanes O Role of the transforming growth factor-β in regulating hepatocellular carcinoma oxidative metabolism Sci Rep 2017 7 1 12486 12486 10.1038/s41598-017-12837-y 28970582 PMC5624948 · DOI
- [99]Sun W Ma Y Chen P Wang D MicroRNA-10a silencing reverses cisplatin resistance in the A549/cisplatin human lung cancer cell line via the transforming growth factor-β/Smad2/STAT3/STAT5 pathway Mol Med Rep 2015 11 5 3854 3859 10.3892/mmr.2015.3181 25586740 · DOI
- [100]Bissey P-A Law JH Bruce JP Shi W Renoult A Chua MLK Yip KW Liu F-F Dysregulation of the MiR-449b target TGFBI alters the TGFβ pathway to induce cisplatin resistance in nasopharyngeal carcinoma Oncogenesis 2018 7 5 40 10.1038/s41389-018-0050-x 29795279 PMC5966388 · DOI
- [101]Zhang R Tao F Ruan S Hu M Hu Y Fang Z Mei L Gong C The TGFβ1-FOXM1-HMGA1-TGFβ1 positive feedback loop increases the cisplatin resistance of non-small cell lung cancer by inducing G6PD expression Am J Transl Res 2019 11 11 6860 6876 31814893 PMC6895501
- [102]Zeng N Okumura T Alauddin M Khozooei S Rajaxavier J Zhang S Singh Y Shi B Brucker SY Wallwiener D LEFTY2/endometrial bleeding-associated factor up-regulates Na+ coupled glucose transporter SGLT1 expression and glycogen accumulation in endometrial cancer cells PLoS ONE 2020 15 4 e0230044 10.1371/journal.pone.0230044 32236143 PMC7112196 · DOI
- [103]Guo X Ramirez A Waddell DS Li Z Liu X Wang XF Axin and GSK3- control Smad3 protein stability and modulate TGF- signaling Genes Dev 2008 22 1 106 120 10.1101/gad.1590908 18172167 PMC2151009 · DOI
- [104]Cozzolino AM Alonzi T Santangelo L Mancone C Conti B Steindler C Musone M Cicchini C Tripodi M Marchetti A TGFβ overrides HNF4α tumor suppressing activity through GSK3β inactivation: implication for hepatocellular carcinoma gene therapy J Hepatol 2013 58 1 65 72 10.1016/j.jhep.2012.08.023 22960426 · DOI
- [105]Matsumoto T Yokoi A Hashimura M Oguri Y Akiya M Saegusa M TGF-β-mediated LEFTY/Akt/GSK-3β/Snail axis modulates epithelial-mesenchymal transition and cancer stem cell properties in ovarian clear cell carcinomas Mol Carcinog 2018 57 8 957 967 10.1002/mc.22816 29603383 · DOI
- [106]Goluszko P Nowicki B Membrane cholesterol: a crucial molecule affecting interactions of microbial pathogens with mammalian cells Infect Immun 2005 73 12 7791 7796 10.1128/IAI.73.12.7791-7796.2005 16299268 PMC1307024 · DOI
- [107]Zhao W Prijic S Urban BC Tisza MJ Zuo Y Li L Tan Z Chen X Mani SA Chang JT Candidate antimetastasis drugs suppress the metastatic capacity of breast cancer cells by reducing membrane fluidity Can Res 2016 76 7 2037 2049 10.1158/0008-5472.CAN-15-1970 PMC8491548 26825169 · DOI
- [108]Baek AE Yu YA He S Wardell SE Chang CY Kwon S Pillai RV McDowell HB Thompson JW Dubois LG The cholesterol metabolite 27 hydroxycholesterol facilitates breast cancer metastasis through its actions on immune cells Nat Commun 2017 8 1 864 10.1038/s41467-017-00910-z 29021522 PMC5636879 · DOI · Paper page
- [109]Röhrig F Schulze A The multifaceted roles of fatty acid synthesis in cancer Nat Rev Cancer 2016 16 11 732 749 10.1038/nrc.2016.89 27658529 · DOI · Paper page
- [110]Menendez JA Lupu R Fatty acid synthase (FASN) as a therapeutic target in breast cancer Expert Opin Ther Targets 2017 21 11 1001 1016 10.1080/14728222.2017.1381087 28922023 · DOI
- [111]Tirinato L Pagliari F Limongi T Marini M Falqui A Seco J Candeloro P Liberale C Di Fabrizio E An overview of lipid droplets in cancer and cancer stem cells Stem Cells Int 2017 2017 1656053 10.1155/2017/1656053 28883835 PMC5572636 · DOI
- [112]Bensaad K Favaro E Lewis CA Peck B Lord S Collins JM Pinnick KE Wigfield S Buffa FM Li JL Fatty acid uptake and lipid storage induced by HIF-1α contribute to cell growth and survival after hypoxia-reoxygenation Cell Rep 2014 9 1 349 365 10.1016/j.celrep.2014.08.056 25263561 · DOI
- [113]Flavin R Peluso S Nguyen PL Loda M Fatty acid synthase as a potential therapeutic target in cancer Future Oncol 2010 6 4 551 562 10.2217/fon.10.11 20373869 PMC3197858 · DOI
- [114]Xu S Chen T Dong L Li T Xue H Gao B Ding X Wang H Li H Fatty acid synthase promotes breast cancer metastasis by mediating changes in fatty acid metabolism Oncol Lett 2021 21 1 27 27 33240433 PMC7681230
- [115]Aiderus A Black MA Dunbier AK Fatty acid oxidation is associated with proliferation and prognosis in breast and other cancers BMC Cancer 2018 18 1 805 10.1186/s12885-018-4626-9 30092766 PMC6085695 · DOI
- [116]Mozolewska P Duzowska K Pakiet A Mika A ŚledziŃski T Inhibitors of fatty acid synthesis and oxidation as potential anticancer agents in colorectal cancer treatment Anticancer Res 2020 40 9 4843 4856 10.21873/anticanres.14487 32878772 · DOI
- [117]Chen M Zhao Y Yang X Zhao Y Liu Q Liu Y Hou Y Sun H Jin W NSDHL promotes triple-negative breast cancer metastasis through the TGFβ signaling pathway and cholesterol biosynthesis Breast Cancer Res Treat 2021 187 2 349 362 10.1007/s10549-021-06213-8 33864166 · DOI
- [118]Di Guglielmo GM Le Roy C Goodfellow AF Wrana JL Distinct endocytic pathways regulate TGF-beta receptor signalling and turnover Nat Cell Biol 2003 5 5 410 421 10.1038/ncb975 12717440 · DOI
- [119]Hayes S Chawla A Corvera S TGF beta receptor internalization into EEA1-enriched early endosomes: role in signaling to Smad2 J Cell Biol 2002 158 7 1239 1249 10.1083/jcb.200204088 12356868 PMC2173232 · DOI
- [120]Chen YG Endocytic regulation of TGF-beta signaling Cell Res 2009 19 1 58 70 10.1038/cr.2008.315 19050695 · DOI
- [121]Gabitova-Cornell L Surumbayeva A Peri S Franco-Barraza J Restifo D Weitz N Ogier C Goldman AR Hartman TR Francescone R Cholesterol pathway inhibition induces TGF-β signaling to promote Basal differentiation in pancreatic cancer Cancer Cell 2020 38 4 567 583.e511 10.1016/j.ccell.2020.08.015 32976774 PMC7572882 · DOI
- [122]Chen C-L Huang SS Huang JS Cholesterol modulates cellular TGF-beta responsiveness by altering TGF-beta binding to TGF-beta receptors J Cell Physiol 2008 215 1 223 233 10.1002/jcp.21303 17972267 PMC6108542 · DOI
- [123]Zhao Z Hao D Wang L Li J Meng Y Li P Wang Y Zhang C Zhou H Gardner K CtBP promotes metastasis of breast cancer through repressing cholesterol and activating TGF-β signaling Oncogene 2019 38 12 2076 2091 10.1038/s41388-018-0570-z 30442980 · DOI
- [124]Xue L Qi H Zhang H Ding L Huang Q Zhao D Wu BJ Li X Targeting SREBP-2-regulated mevalonate metabolism for cancer therapy Front Oncol 2020 10 1510 10.3389/fonc.2020.01510 32974183 PMC7472741 · DOI
- [125]Mullen GE Yet L Progress in the development of fatty acid synthase inhibitors as anticancer targets Bioorg Med Chem Lett 2015 25 20 4363 4369 10.1016/j.bmcl.2015.08.087 26364942 · DOI
- [126]Yang L Zhang F Wang X Tsai Y Chuang K-H Keng PC Lee SO Chen Y A FASN-TGF-β1-FASN regulatory loop contributes to high EMT/metastatic potential of cisplatin-resistant non-small cell lung cancer Oncotarget 2016 7 34 55543 55554 10.18632/oncotarget.10837 27765901 PMC5342435 · DOI
- [127]Liu QQ Huo HY Ao S Liu T Yang L Fei ZY Zhang ZQ Ding L Cui QH Lin J TGF-β1-induced epithelial-mesenchymal transition increases fatty acid oxidation and OXPHOS activity via the p-AMPK pathway in breast cancer cells Oncol Rep 2020 44 3 1206 1215 10.3892/or.2020.7661 32705260 · DOI
- [128]Damaghi M Gillies R Phenotypic changes of acid-adapted cancer cells push them toward aggressiveness in their evolution in the tumor microenvironment Cell Cycle 2017 16 19 1739 1743 10.1080/15384101.2016.1231284 27635863 PMC5628657 · DOI
- [129]Corbet C Feron O Tumour acidosis: from the passenger to the driver's seat Nat Rev Cancer 2017 17 10 577 593 10.1038/nrc.2017.77 28912578 · DOI
- [130]Olzmann JA Carvalho P Dynamics and functions of lipid droplets Nat Rev Mol Cell Biol 2019 20 3 137 155 10.1038/s41580-018-0085-z 30523332 PMC6746329 · DOI · Paper page
- [131]Corbet C Bastien E de Santiago Jesus JP Dierge E Martherus R Vander Linden C Doix B Degavre C Guilbaud C Petit L TGFβ2-induced formation of lipid droplets supports acidosis-driven EMT and the metastatic spreading of cancer cells Nat Commun 2020 11 1 454 10.1038/s41467-019-14262-3 31974393 PMC6978517 · DOI
- [132]Vučetić M Cormerais Y Parks SK Pouysségur J The central role of amino acids in cancer redox homeostasis: vulnerability points of the cancer redox code Front Oncol 2017 7 319 10.3389/fonc.2017.00319 29312889 PMC5742588 · DOI
- [133]Matés JM Pérez-Gómez C de Núñez CI Asenjo M Márquez J Glutamine and its relationship with intracellular redox status, oxidative stress and cell proliferation/death Int J Biochem Cell Biol 2002 34 5 439 458 10.1016/S1357-2725(01)00143-1 11906817 · DOI
- [134]Li Z Zhang H Reprogramming of glucose, fatty acid and amino acid metabolism for cancer progression Cell Mol Life Sci: CMLS 2016 73 2 377 392 10.1007/s00018-015-2070-4 26499846 PMC11108301 · DOI
- [135]Togashi Y Arao T Kato H Matsumoto K Terashima M Hayashi H de Velasco MA Fujita Y Kimura H Yasuda T Frequent amplification of ORAOV1 gene in esophageal squamous cell cancer promotes an aggressive phenotype via proline metabolism and ROS production Oncotarget 2014 5 10 2962 2973 10.18632/oncotarget.1561 24930674 PMC4102783 · DOI
- [136]Scott L Lamb J Smith S Wheatley DN Single amino acid (arginine) deprivation: rapid and selective death of cultured transformed and malignant cells Br J Cancer 2000 83 6 800 810 10.1054/bjoc.2000.1353 10952786 PMC2363527 · DOI
- [137]Nakasuka F Tabata S Sakamoto T Hirayama A Ebi H Yamada T Umetsu K Ohishi M Ueno A Goto H TGF-β-dependent reprogramming of amino acid metabolism induces epithelial–mesenchymal transition in non-small cell lung cancers Commun Biol 2021 4 1 782 10.1038/s42003-021-02323-7 34168290 PMC8225889 · DOI
- [138]Kinugasa H Whelan KA Tanaka K Natsuizaka M Long A Guo A Chang S Kagawa S Srinivasan S Guha M Mitochondrial SOD2 regulates epithelial–mesenchymal transition and cell populations defined by differential CD44 expression Oncogene 2015 34 41 5229 5239 10.1038/onc.2014.449 25659582 PMC4530096 · DOI
- [139]Hibbs JB Jr Taintor RR Vavrin Z Macrophage cytotoxicity: role for L-arginine deiminase and imino nitrogen oxidation to nitrite Science 1987 235 4787 473 476 10.1126/science.2432665 2432665 · DOI · Paper page
- [140]Xie K Dong Z Fidler IJ Activation of nitric oxide synthase gene for inhibition of cancer metastasis J Leukoc Biol 1996 59 6 797 803 10.1002/jlb.59.6.797 8691063 · DOI
- [141]Lejeune P Lagadec P Onier N Pinard D Ohshima H Jeannin JF Nitric oxide involvement in tumor-induced immunosuppression J Immunol (Baltimore, Md: 1950) 1994 152 10 5077 5083 7513729
- [142]Lagadec P Raynal S Lieubeau B Onier N Arnould L Saint-Giorgio V Lawrence DA Jeannin JF Evidence for control of nitric oxide synthesis by intracellular transforming growth factor-beta1 in tumor cells. Implications for tumor development Am J Pathol 1999 154 6 1867 1876 10.1016/S0002-9440(10)65444-2 10362813 PMC1866634 · DOI
- [143]Wu F Yang J Liu J Wang Y Mu J Zeng Q Deng S Zhou H Signaling pathways in cancer-associated fibroblasts and targeted therapy for cancer Signal Transduct Target Ther 2021 6 1 218 10.1038/s41392-021-00641-0 34108441 PMC8190181 · DOI · Paper page
- [144]Hawinkels LJ Paauwe M Verspaget HW Wiercinska E van der Zon JM van der Ploeg K Koelink PJ Lindeman JH Mesker W ten Dijke P Interaction with colon cancer cells hyperactivates TGF-β signaling in cancer-associated fibroblasts Oncogene 2014 33 1 97 107 10.1038/onc.2012.536 23208491 · DOI
- [145]Ringuette Goulet C Bernard G Tremblay S Chabaud S Bolduc S Pouliot F Exosomes induce fibroblast differentiation into cancer-associated fibroblasts through TGFβ signaling Mol Cancer Res: MCR 2018 16 7 1196 1204 10.1158/1541-7786.MCR-17-0784 29636362 · DOI
- [146]Untergasser G Gander R Lilg C Lepperdinger G Plas E Berger P Profiling molecular targets of TGF-beta1 in prostate fibroblast-to-myofibroblast transdifferentiation Mech Ageing Dev 2005 126 1 59 69 10.1016/j.mad.2004.09.023 15610763 · DOI
- [147]Lamprecht S Sigal-Batikoff I Shany S Abu-Freha N Ling E Delinasios GJ Moyal-Atias K Delinasios JG Fich A Teaming up for trouble: cancer cells, transforming growth factor-β1 signaling and the epigenetic corruption of stromal naïve fibroblasts Cancers 2018 10 3 61 10.3390/cancers10030061 PMC5876636 29495500 · DOI
- [148]Lin J Liu C Ge L Gao Q He X Liu Y Li S Zhou M Chen Q Zhou H Carcinoma-associated fibroblasts promotes the proliferation of a lingual carcinoma cell line by secreting keratinocyte growth factor Tumour Biol 2011 32 3 597 602 10.1007/s13277-011-0158-5 21340484 · DOI
- [149]Shi X Luo J Weigel KJ Hall SC Du D Wu F Rudolph MC Zhou H Young CD Wang XJ Cancer-associated fibroblasts facilitate squamous cell carcinoma lung metastasis in Mice by providing TGFβ-mediated cancer stem cell Niche Front Cell Dev Biol 2021 9 668164 10.3389/fcell.2021.668164 34527666 PMC8435687 · DOI
- [150]Zhang D Wang Y Shi Z Liu J Sun P Hou X Zhang J Zhao S Zhou BP Mi J Metabolic reprogramming of cancer-associated fibroblasts by IDH3α downregulation Cell Rep 2015 10 8 1335 1348 10.1016/j.celrep.2015.02.006 25732824 · DOI
- [151]Roy A Bera S CAF cellular glycolysis: linking cancer cells with the microenvironment Tumour Biol 2016 37 7 8503 8514 10.1007/s13277-016-5049-3 27075473 · DOI
- [152]Pavlides S Whitaker-Menezes D Castello-Cros R Flomenberg N Witkiewicz AK Frank PG Casimiro MC Wang C Fortina P Addya S The reverse Warburg effect: aerobic glycolysis in cancer associated fibroblasts and the tumor stroma Cell Cycle 2009 8 23 3984 4001 10.4161/cc.8.23.10238 19923890 · DOI · Paper page
- [153]Karuppagounder SS Ratan RR Hypoxia-inducible factor prolyl hydroxylase inhibition: robust new target or another big bust for stroke therapeutics? J Cereb Blood Flow Metab 2012 32 7 1347 1361 10.1038/jcbfm.2012.28 22415525 PMC3390817 · DOI
- [155]Ke Q Costa M Hypoxia-inducible factor-1 (HIF-1) Mol Pharmacol 2006 70 5 1469 1480 10.1124/mol.106.027029 16887934 · DOI
- [156]Liu Y Hu T Shen J Li SF Lin JW Zheng XH Gao QH Zhou HM Separation, cultivation and biological characteristics of oral carcinoma-associated fibroblasts Oral Dis 2006 12 4 375 380 10.1111/j.1601-0825.2005.01207.x 16792722 · DOI
- [157]Wu F Wang S Zeng Q Liu J Yang J Mu J Xu H Wu L Gao Q He X TGF-βRII regulates glucose metabolism in oral cancer-associated fibroblasts via promoting PKM2 nuclear translocation Cell death discovery 2022 8 1 3 10.1038/s41420-021-00804-6 35013150 PMC8748622 · DOI
- [158]Yang J Shi X Yang M Luo J Gao Q Wang X Wu Y Tian Y Wu F Zhou H Glycolysis reprogramming in cancer-associated fibroblasts promotes the growth of oral cancer through the lncRNA H19/miR-675-5p/PFKFB3 signaling pathway Int J Oral Sci 2021 13 1 12 10.1038/s41368-021-00115-7 33762576 PMC7991655 · DOI
- [159]Gong J Lin Y Zhang H Liu C Cheng Z Yang X Zhang J Xiao Y Sang N Qian X Reprogramming of lipid metabolism in cancer-associated fibroblasts potentiates migration of colorectal cancer cells Cell Death Dis 2020 11 4 267 10.1038/s41419-020-2434-z 32327627 PMC7181758 · DOI
- [160]Meng W Wu Y He X Liu C Gao Q Ge L Wu L Liu Y Guo Y Li X A systems biology approach identifies effective tumor-stroma common targets for oral squamous cell carcinoma Can Res 2014 74 8 2306 2315 10.1158/0008-5472.CAN-13-2275 24556718 · DOI
- [161]Li Z Sun C Qin Z Metabolic reprogramming of cancer-associated fibroblasts and its effect on cancer cell reprogramming Theranostics 2021 11 17 8322 8336 10.7150/thno.62378 34373744 PMC8343997 · DOI
- [162]Bonuccelli G Tsirigos A Whitaker-Menezes D Pavlides S Pestell RG Chiavarina B Frank PG Flomenberg N Howell A Martinez-Outschoorn UE Ketones and lactate "fuel" tumor growth and metastasis: evidence that epithelial cancer cells use oxidative mitochondrial metabolism Cell Cycle 2010 9 17 3506 3514 10.4161/cc.9.17.12731 20818174 PMC3047616 · DOI
- [163]Hu L Xu X Li Q Chen X Yuan X Qiu S Yao C Zhang D Wang F Caveolin-1 increases glycolysis in pancreatic cancer cells and triggers cachectic states FASEB J 2021 35 8 e21826 10.1096/fj.202100121RRR 34320244 · DOI
- [164]Yang L Achreja A Yeung TL Mangala LS Jiang D Han C Baddour J Marini JC Ni J Nakahara R Targeting stromal glutamine synthetase in tumors disrupts tumor microenvironment-regulated cancer cell growth Cell Metab 2016 24 5 685 700 10.1016/j.cmet.2016.10.011 27829138 PMC7329194 · DOI
- [165]Mestre-Farrera A Bruch-Oms M Peña R Rodríguez-Morató J Alba-Castellón L Comerma L Quintela-Fandino M Duñach M Baulida J Pozo ÓJ Glutamine-directed migration of cancer-activated fibroblasts facilitates epithelial tumor invasion Can Res 2021 81 2 438 451 10.1158/0008-5472.CAN-20-0622 33229340 · DOI
- [167]Avagliano A Granato G Ruocco MR Romano V Belviso I Carfora A Montagnani S Arcucci A Metabolic reprogramming of cancer associated fibroblasts: the slavery of stromal fibroblasts Biomed Res Int 2018 2018 6075403 10.1155/2018/6075403 29967776 PMC6008683 · DOI
- [168]Hu JW Sun P Zhang DX Xiong WJ Mi J Hexokinase 2 regulates G1/S checkpoint through CDK2 in cancer-associated fibroblasts Cell Signal 2014 26 10 2210 2216 10.1016/j.cellsig.2014.04.015 24780297 · DOI
- [169]Papandreou I Cairns RA Fontana L Lim AL Denko NC HIF-1 mediates adaptation to hypoxia by actively downregulating mitochondrial oxygen consumption Cell Metab 2006 3 3 187 197 10.1016/j.cmet.2006.01.012 16517406 · DOI · Paper page
- [170]Kim JW Tchernyshyov I Semenza GL Dang CV HIF-1-mediated expression of pyruvate dehydrogenase kinase: a metabolic switch required for cellular adaptation to hypoxia Cell Metab 2006 3 3 177 185 10.1016/j.cmet.2006.02.002 16517405 · DOI · Paper page
- [171]Meng W Xia Q Wu L Chen S He X Zhang L Gao Q Zhou H Downregulation of TGF-beta receptor types II and III in oral squamous cell carcinoma and oral carcinoma-associated fibroblasts BMC Cancer 2011 11 88 10.1186/1471-2407-11-88 21352603 PMC3055848 · DOI
- [172]Martinez-Outschoorn UE Lin Z Trimmer C Flomenberg N Wang C Pavlides S Pestell RG Howell A Sotgia F Lisanti MP Cancer cells metabolically "fertilize" the tumor microenvironment with hydrogen peroxide, driving the Warburg effect: implications for PET imaging of human tumors Cell Cycle 2011 10 15 2504 2520 10.4161/cc.10.15.16585 21778829 PMC3180189 · DOI
- [173]Martinez-Outschoorn UE Balliet RM Rivadeneira DB Chiavarina B Pavlides S Wang C Whitaker-Menezes D Daumer KM Lin Z Witkiewicz AK Oxidative stress in cancer associated fibroblasts drives tumor-stroma co-evolution: a new paradigm for understanding tumor metabolism, the field effect and genomic instability in cancer cells Cell Cycle 2010 9 16 3256 3276 10.4161/cc.9.16.12553 20814239 PMC3041164 · DOI
- [174]Shimura T Sasatani M Kawai H Kamiya K Kobayashi J Komatsu K Kunugita N Radiation-induced myofibroblasts promote tumor growth via mitochondrial ROS-activated TGFβ signaling Mol Cancer Res: MCR 2018 16 11 1676 1686 10.1158/1541-7786.MCR-18-0321 30042177 · DOI
- [175]Cruz-Bermúdez A Laza-Briviesca R Vicente-Blanco RJ García-Grande A Coronado MJ Laine-Menéndez S Alfaro C Sanchez JC Franco F Calvo V Cancer-associated fibroblasts modify lung cancer metabolism involving ROS and TGF-β signaling Free Radical Biol Med 2019 130 163 173 10.1016/j.freeradbiomed.2018.10.450 30391585 · DOI
- [176]Ayala G Morello M Frolov A You S Li R Rosati F Bartolucci G Danza G Adam RM Thompson TC Loss of caveolin-1 in prostate cancer stroma correlates with reduced relapse-free survival and is functionally relevant to tumour progression J Pathol 2013 231 1 77 87 10.1002/path.4217 23729330 PMC3978784 · DOI
- [179]Kohlgruber AC LaMarche NM Lynch L Adipose tissue at the nexus of systemic and cellular immunometabolism Semin Immunol 2016 28 5 431 440 10.1016/j.smim.2016.09.005 27789087 · DOI
- [180]Myers JA Miller JS Exploring the NK cell platform for cancer immunotherapy Nat Rev Clin Oncol 2021 18 2 85 100 10.1038/s41571-020-0426-7 32934330 PMC8316981 · DOI
- [181]Terrén I Orrantia A Vitallé J Astarloa-Pando G Zenarruzabeitia O Borrego F Modulating NK cell metabolism for cancer immunotherapy Semin Hematol 2020 57 4 213 224 10.1053/j.seminhematol.2020.10.003 33256914 · DOI
- [182]Salzberger W Martrus G Bachmann K Goebels H Heß L Koch M Langeneckert A Lunemann S Oldhafer KJ Pfeifer C Tissue-resident NK cells differ in their expression profile of the nutrient transporters Glut1, CD98 and CD71 PLoS ONE 2018 13 7 e0201170 10.1371/journal.pone.0201170 30028872 PMC6054388 · DOI
- [183]Keating SE Zaiatz-Bittencourt V Loftus RM Keane C Brennan K Finlay DK Gardiner CM Metabolic reprogramming supports IFN-γ production by CD56bright NK cells J Immunol (Baltimore, Md: 1950) 2016 196 6 2552 2560 10.4049/jimmunol.1501783 26873994 · DOI
- [184]Cong J Wang X Zheng X Wang D Fu B Sun R Tian Z Wei H Dysfunction of natural killer cells by FBP1-induced inhibition of glycolysis during lung cancer progression Cell Metab 2018 28 2 243 255.e245 10.1016/j.cmet.2018.06.021 30033198 · DOI
- [185]Niavarani SR Lawson C Bakos O Boudaud M Batenchuk C Rouleau S Tai LH Lipid accumulation impairs natural killer cell cytotoxicity and tumor control in the postoperative period BMC Cancer 2019 19 1 823 10.1186/s12885-019-6045-y 31429730 PMC6701111 · DOI
- [186]Loftus RM Assmann N Kedia-Mehta N O’Brien KL Garcia A Gillespie C Hukelmann JL Oefner PJ Lamond AI Gardiner CM Amino acid-dependent cMyc expression is essential for NK cell metabolic and functional responses in mice Nat Commun 2018 9 1 2341 10.1038/s41467-018-04719-2 29904050 PMC6002377 · DOI
- [187]Nielsen SR Schmid MC Macrophages as key drivers of cancer progression and metastasis Mediators Inflamm 2017 2017 9624760 10.1155/2017/9624760 28210073 PMC5292164 · DOI
- [188]Wu FL Nolan K Strait AA Bian L Nguyen KA Wang JH Jimeno A Zhou HM Young CD Wang XJ Macrophages promote growth of squamous cancer independent of T cells J Dent Res 2019 98 8 896 903 10.1177/0022034519854734 31189369 PMC6616122 · DOI
- [189]Liu D Chang C Lu N Wang X Lu Q Ren X Ren P Zhao D Wang L Zhu Y Comprehensive proteomics analysis reveals metabolic reprogramming of tumor-associated macrophages stimulated by the tumor microenvironment J Proteome Res 2017 16 1 288 297 10.1021/acs.jproteome.6b00604 27809537 · DOI
- [190]Arts RJW Plantinga TS Tuit S Ulas T Heinhuis B Tesselaar M Sloot Y Adema GJ Joosten LAB Smit JWA Transcriptional and metabolic reprogramming induce an inflammatory phenotype in non-medullary thyroid carcinoma-induced macrophages Oncoimmunology 2016 5 12 e1229725 10.1080/2162402X.2016.1229725 28123869 PMC5213309 · DOI
- [191]Su P Wang Q Bi E Ma X Liu L Yang M Qian J Yi Q Enhanced lipid accumulation and metabolism are required for the differentiation and activation of tumor-associated macrophages Can Res 2020 80 7 1438 1450 10.1158/0008-5472.CAN-19-2994 PMC7127942 32015091 · DOI
- [192]Jha AK Huang SC Sergushichev A Lampropoulou V Ivanova Y Loginicheva E Chmielewski K Stewart KM Ashall J Everts B Network integration of parallel metabolic and transcriptional data reveals metabolic modules that regulate macrophage polarization Immunity 2015 42 3 419 430 10.1016/j.immuni.2015.02.005 25786174 · DOI · Paper page
- [193]Masucci MT Minopoli M Del Vecchio S Carriero MV The emerging role of neutrophil extracellular traps (NETs) in tumor progression and metastasis Front Immunol 2020 11 1749 10.3389/fimmu.2020.01749 33042107 PMC7524869 · DOI
- [194]Mollinedo F Neutrophil degranulation, plasticity, and cancer metastasis Trends Immunol 2019 40 3 228 242 10.1016/j.it.2019.01.006 30777721 · DOI
- [195]Jaillon S Ponzetta A Di Mitri D Santoni A Bonecchi R Mantovani A Neutrophil diversity and plasticity in tumour progression and therapy Nat Rev Cancer 2020 20 9 485 503 10.1038/s41568-020-0281-y 32694624 · DOI
- [196]Jun HS Weinstein DA Lee YM Mansfield BC Chou JY Molecular mechanisms of neutrophil dysfunction in glycogen storage disease type Ib Blood 2014 123 18 2843 2853 10.1182/blood-2013-05-502435 24565827 PMC4007611 · DOI
- [197]Ancey PB Contat C Boivin G Sabatino S Pascual J Zangger N Perentes JY Peters S Abel ED Kirsch DG GLUT1 expression in tumor-associated neutrophils promotes lung cancer growth and resistance to radiotherapy Can Res 2021 81 9 2345 2357 10.1158/0008-5472.CAN-20-2870 PMC8137580 33753374 · DOI
- [198]Rice CM Davies LC Subleski JJ Maio N Gonzalez-Cotto M Andrews C Patel NL Palmieri EM Weiss JM Lee JM Tumour-elicited neutrophils engage mitochondrial metabolism to circumvent nutrient limitations and maintain immune suppression Nat Commun 2018 9 1 5099 10.1038/s41467-018-07505-2 30504842 PMC6269473 · DOI
- [199]Veglia F Sanseviero E Gabrilovich DI Myeloid-derived suppressor cells in the era of increasing myeloid cell diversity Nat Rev Immunol 2021 21 8 485 498 10.1038/s41577-020-00490-y 33526920 PMC7849958 · DOI · Paper page
- [200]Veglia F Perego M Gabrilovich D Myeloid-derived suppressor cells coming of age Nat Immunol 2018 19 2 108 119 10.1038/s41590-017-0022-x 29348500 PMC5854158 · DOI
- [201]Al-Khami AA Rodriguez PC Ochoa AC Metabolic reprogramming of myeloid-derived suppressor cells (MDSC) in cancer Oncoimmunology 2016 5 8 e1200771 10.1080/2162402X.2016.1200771 27622069 PMC5007951 · DOI
- [202]Al-Khami AA Zheng L Del Valle L Hossain F Wyczechowska D Zabaleta J Sanchez MD Dean MJ Rodriguez PC Ochoa AC Exogenous lipid uptake induces metabolic and functional reprogramming of tumor-associated myeloid-derived suppressor cells Oncoimmunology 2017 6 10 e1344804 10.1080/2162402X.2017.1344804 29123954 PMC5665069 · DOI
- [203]Hossain F Al-Khami AA Wyczechowska D Hernandez C Zheng L Reiss K Valle LD Trillo-Tinoco J Maj T Zou W Inhibition of fatty acid oxidation modulates immunosuppressive functions of myeloid-derived suppressor cells and enhances cancer therapies Cancer Immunol Res 2015 3 11 1236 1247 10.1158/2326-6066.CIR-15-0036 26025381 PMC4636942 · DOI
- [204]Balan S Arnold-Schrauf C Abbas A Couespel N Savoret J Imperatore F Villani AC Vu Manh TP Bhardwaj N Dalod M Large-scale human dendritic cell differentiation revealing notch-dependent lineage bifurcation and heterogeneity Cell Rep 2018 24 7 1902 1915.e1906 10.1016/j.celrep.2018.07.033 30110645 PMC6113934 · DOI
- [205]Li Y Wan YY Zhu B Immune cell metabolism in tumor microenvironment Adv Exp Med Biol 2017 1011 163 196 10.1007/978-94-024-1170-6_5 28875490 · DOI
- [206]Gardner JK Mamotte CDS Patel P Yeoh TL Jackaman C Nelson DJ Mesothelioma tumor cells modulate dendritic cell lipid content, phenotype and function PLoS ONE 2015 10 4 e0123563 10.1371/journal.pone.0123563 25886502 PMC4401725 · DOI
- [207]Peng X He Y Huang J Tao Y Liu S Metabolism of dendritic cells in tumor microenvironment: for immunotherapy Front Immunol 2021 12 613492 613492 10.3389/fimmu.2021.613492 33732237 PMC7959811 · DOI
- [208]Kouidhi S Noman MZ Kieda C Elgaaied AB Chouaib S Intrinsic and tumor microenvironment-induced metabolism adaptations of T cells and impact on their differentiation and function Front Immunol 2016 7 114 114 10.3389/fimmu.2016.00114 27066006 PMC4810024 · DOI
- [210]Sukumar M Liu J Ji Y Subramanian M Crompton JG Yu Z Roychoudhuri R Palmer DC Muranski P Karoly ED Inhibiting glycolytic metabolism enhances CD8+ T cell memory and antitumor function J Clin Investig 2013 123 10 4479 4488 10.1172/JCI69589 24091329 PMC3784544 · DOI · Paper page
- [212]Molon B Ugel S Del Pozzo F Soldani C Zilio S Avella D De Palma A Mauri P Monegal A Rescigno M Chemokine nitration prevents intratumoral infiltration of antigen-specific T cells J Exp Med 2011 208 10 1949 1962 10.1084/jem.20101956 21930770 PMC3182051 · DOI
- [213]Munn DH Sharma MD Baban B Harding HP Zhang Y Ron D Mellor AL GCN2 kinase in T cells mediates proliferative arrest and anergy induction in response to indoleamine 2,3-dioxygenase Immunity 2005 22 5 633 642 10.1016/j.immuni.2005.03.013 15894280 · DOI
- [215]Osthus RC Shim H Kim S Li Q Reddy R Mukherjee M Xu Y Wonsey D Lee LA Dang CV Deregulation of glucose transporter 1 and glycolytic gene expression by c-Myc J Biol Chem 2000 275 29 21797 21800 10.1074/jbc.C000023200 10823814 · DOI
- [217]Caro-Maldonado A Wang R Nichols AG Kuraoka M Milasta S Sun LD Gavin AL Abel ED Kelsoe G Green DR Metabolic reprogramming is required for antibody production that is suppressed in anergic but exaggerated in chronically BAFF-exposed B cells J Immunol (Baltimore, Md: 1950) 2014 192 8 3626 3636 10.4049/jimmunol.1302062 PMC3984038 24616478 · DOI
- [219]Slattery K Woods E Zaiatz-Bittencourt V Marks S Chew S Conroy M Goggin C MacEochagain C Kennedy J Lucas S TGFβ drives NK cell metabolic dysfunction in human metastatic breast cancer J Immunother Cancer 2021 9 2 e002044 10.1136/jitc-2020-002044 33568351 PMC7878131 · DOI
200 of 292 shown
Cited by
Sorted by citations
Mitochondrial Metabolism: A New Dimension of Personalized Oncology
Behnam, B., & Taghizadeh-Hesary, F. (2023) · Cancers · doi:10.3390/cancers15164058 · Cited by 44 · see citing works
Zhang, W., Jin, C., Liu, S., Wan, X., Li, Y., Liu, J., Duan, Z., Ma, J., & Gao, Y. (2026) · Frontiers in Immunology · doi:10.3389/fimmu.2026.1757513 · Cited by 22 · see citing works
Metabolic reprogramming: The driving force behind cancer drug resistance
El-Sehrawy, A. A. M. A., Hsu, C.-Y., Alkhathami, A. G., Chandra, M., Basunduwah, T. S., Malathi, H., Senapati, J. N., Gautam, A., Kadhem, M., & Yasin, H. A. (2025) · Seminars in Oncology · doi:10.1016/j.seminoncol.2025.152392 · Cited by 11 · see citing works
Zhu, R., Gu, S., Tao, Y., & Zhang, Y. (2025) · Discover Oncology · doi:10.1007/s12672-025-02686-x · Cited by 8 · see citing works
TBX3 shapes an immunosuppressive microenvironment and induces immunotherapy resistance
Liu, Z., Zhang, C., Xiao, J., He, Y., Liang, H., Huang, J., Cai, Z., Yi, Z., Chen, M., Li, Y., et al. (2025) · Theranostics · doi:10.7150/thno.103175 · Cited by 8 · see citing works
- Authors
- Shi, X., Yang, J., Deng, S., Xu, H., Wu, D., Zeng, Q., Wang, S., Hu, T., Wu, F., & Zhou, H.
- Affiliations
- Sichuan University (CN)
- Corresponding author
- Wu, Fanglong
- Zhou, Hongmei
- Venue
- Journal of Hematology & Oncology
- Published
- 2022-09-17
- Volume
- 15
- Issue
- 1
- Pages
- 135-135
- ISSN
- 1756-8722 (ISSN-L)
- PMC
- PMC9482317
- OpenAlex
- W4296139756
- Cited by
- 262
- References
- 27
- Citations by year
- 2026: 66 · 2025: 105 · 2024: 59 · 2023: 29 · 2022: 3
- FWCI
- 5.10
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Journal of Hematology & Oncology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Natural Science Foundation of China (82071124, No. 82071124, 82002884, 82101028)
- Natural Science Foundation of Sichuan Province (2022NSFSC1599)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › TGF-β signaling in diseases
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer, Hypoxia, and Metabolism
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer, Lipids, and Metabolism
- Keywords
- TGF-beta signaling, tumor metabolic reprogramming, immunosuppressive tumor microenvironment, tumor progression, treatment resistance, metastasis
- MeSH terms
- Carcinogens, Humans, Ligands, Neoplasms, Transforming Growth Factors, Transforming Growth Factor beta, Tumor Microenvironment
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review