STAT1 potentiates oxidative stress revealing a targetable vulnerability that increases phenformin efficacy in breast cancer.


Journal

Nature communications
ISSN: 2041-1723
Titre abrégé: Nat Commun
Pays: England
ID NLM: 101528555

Informations de publication

Date de publication:
03 06 2021
Historique:
received: 01 07 2020
accepted: 28 04 2021
entrez: 4 6 2021
pubmed: 5 6 2021
medline: 12 6 2021
Statut: epublish

Résumé

Bioenergetic perturbations driving neoplastic growth increase the production of reactive oxygen species (ROS), requiring a compensatory increase in ROS scavengers to limit oxidative stress. Intervention strategies that simultaneously induce energetic and oxidative stress therefore have therapeutic potential. Phenformin is a mitochondrial complex I inhibitor that induces bioenergetic stress. We now demonstrate that inflammatory mediators, including IFNγ and polyIC, potentiate the cytotoxicity of phenformin by inducing a parallel increase in oxidative stress through STAT1-dependent mechanisms. Indeed, STAT1 signaling downregulates NQO1, a key ROS scavenger, in many breast cancer models. Moreover, genetic ablation or pharmacological inhibition of NQO1 using β-lapachone (an NQO1 bioactivatable drug) increases oxidative stress to selectively sensitize breast cancer models, including patient derived xenografts of HER2+ and triple negative disease, to the tumoricidal effects of phenformin. We provide evidence that therapies targeting ROS scavengers increase the anti-neoplastic efficacy of mitochondrial complex I inhibitors in breast cancer.

Identifiants

pubmed: 34083537
doi: 10.1038/s41467-021-23396-2
pii: 10.1038/s41467-021-23396-2
pmc: PMC8175605
doi:

Substances chimiques

Antineoplastic Agents 0
Naphthoquinones 0
Reactive Oxygen Species 0
STAT1 Transcription Factor 0
STAT1 protein, human 0
beta-lapachone 6N4FA2QQ6A
Interferon-gamma 82115-62-6
Phenformin DD5K7529CE
NAD(P)H Dehydrogenase (Quinone) EC 1.6.5.2
NQO1 protein, human EC 1.6.5.2
Electron Transport Complex I EC 7.1.1.2
Glutathione GAN16C9B8O
Poly I-C O84C90HH2L

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

3299

Subventions

Organisme : CIHR
ID : 111143
Pays : Canada
Organisme : CIHR
ID : 244105
Pays : Canada

Références

Beca, F. & Polyak, K. Intratumor heterogeneity in breast cancer. Adv. Exp. Med. Biol. 882, 169–189 (2016).
pubmed: 26987535 doi: 10.1007/978-3-319-22909-6_7
Kim, J. & DeBerardinis, R. J. Mechanisms and implications of metabolic heterogeneity in cancer. Cell Metab. 30, 434–446 (2019).
pubmed: 31484055 pmcid: 6730674 doi: 10.1016/j.cmet.2019.08.013
Andrzejewski, S., Gravel, S. P., Pollak, M. & St-Pierre, J. Metformin directly acts on mitochondria to alter cellular bioenergetics. Cancer Metab. 2, 12 (2014).
pubmed: 25184038 pmcid: 4147388 doi: 10.1186/2049-3002-2-12
Bridges, H. R., Jones, A. J., Pollak, M. N. & Hirst, J. Effects of metformin and other biguanides on oxidative phosphorylation in mitochondria. Biochem. J. 462, 475–487 (2014).
pubmed: 25017630 doi: 10.1042/BJ20140620
Wheaton, W. W. et al. Metformin inhibits mitochondrial complex I of cancer cells to reduce tumorigenesis. Elife 3, e02242 (2014).
pubmed: 24843020 pmcid: 4017650 doi: 10.7554/eLife.02242
Pollak, M. Potential applications for biguanides in oncology. J. Clin. Invest. 123, 3693–3700 (2013).
pubmed: 23999444 pmcid: 3754250 doi: 10.1172/JCI67232
Col, N. F., Ochs, L., Springmann, V., Aragaki, A. K. & Chlebowski, R. T. Metformin and breast cancer risk: a meta-analysis and critical literature review. Breast Cancer Res. Treat. 135, 639–646 (2012).
pubmed: 22847511 doi: 10.1007/s10549-012-2170-x
Decensi, A. et al. Metformin and cancer risk in diabetic patients: a systematic review and meta-analysis. Cancer Prev. Res. 3, 1451–1461 (2010).
doi: 10.1158/1940-6207.CAPR-10-0157
Suissa, S. & Azoulay, L. Metformin and the risk of cancer: time-related biases in observational studies. Diabetes Care 35, 2665–2673 (2012).
pubmed: 23173135 pmcid: 3507580 doi: 10.2337/dc12-0788
Pimentel, I. et al. A phase II randomized clinical trial of the effect of metformin versus placebo on progression-free survival in women with metastatic breast cancer receiving standard chemotherapy. Breast 48, 17–23 (2019).
pubmed: 31472446 doi: 10.1016/j.breast.2019.08.003
Bonanni, B. et al. Dual effect of metformin on breast cancer proliferation in a randomized presurgical trial. J. Clin. Oncol. 30, 2593–2600 (2012).
pubmed: 22564993 doi: 10.1200/JCO.2011.39.3769
Dowling, R. J. et al. Changes in insulin receptor signaling underlie neoadjuvant metformin administration in breast cancer: a prospective window of opportunity neoadjuvant study. Breast Cancer Res. 17, 32 (2015).
pubmed: 25849721 pmcid: 4381495 doi: 10.1186/s13058-015-0540-0
Hadad, S. M. et al. Evidence for biological effects of metformin in operable breast cancer: biomarker analysis in a pre-operative window of opportunity randomized trial. Breast Cancer Res. Treat. 150, 149–155 (2015).
pubmed: 25682077 doi: 10.1007/s10549-015-3307-5
Chandel, N. S. et al. Are metformin doses used in murine cancer models clinically relevant? Cell Metab. 23, 569–570 (2016).
pubmed: 27076070 doi: 10.1016/j.cmet.2016.03.010
Dowling, R. J. et al. Metformin pharmacokinetics in mouse tumors: implications for human therapy. Cell Metab. 23, 567–568 (2016).
pubmed: 27076069 doi: 10.1016/j.cmet.2016.03.006
Gravel, S. P. et al. Serine deprivation enhances antineoplastic activity of biguanides. Cancer Res. 74, 7521–7533 (2014).
pubmed: 25377470 doi: 10.1158/0008-5472.CAN-14-2643-T
Gui, D. Y. et al. Environment dictates dependence on mitochondrial complex I for NAD
pubmed: 27746050 pmcid: 5102768 doi: 10.1016/j.cmet.2016.09.006
Lord, S. R. et al. Integrated pharmacodynamic analysis identifies two metabolic adaption pathways to metformin in breast cancer. Cell Metab. 28, 679–688.e674 (2018).
pubmed: 30244975 pmcid: 6224605 doi: 10.1016/j.cmet.2018.08.021
Hulea, L. et al. Translational and HIF-1alpha-dependent metabolic reprogramming underpin metabolic plasticity and responses to kinase inhibitors and biguanides. Cell Metab. 28, 817–832.e818 (2018).
pubmed: 30244971 pmcid: 7252493 doi: 10.1016/j.cmet.2018.09.001
Eikawa, S. et al. Immune-mediated antitumor effect by type 2 diabetes drug, metformin. Proc. Natl Acad. Sci. USA 112, 1809–1814 (2015).
pubmed: 25624476 pmcid: 4330733 doi: 10.1073/pnas.1417636112
Pearce, E. L. et al. Enhancing CD8 T-cell memory by modulating fatty acid metabolism. Nature 460, 103–107 (2009).
pubmed: 19494812 pmcid: 2803086 doi: 10.1038/nature08097
Li, L. et al. Metformin-induced reduction of CD39 and CD73 blocks myeloid-derived suppressor cell activity in patients with ovarian cancer. Cancer Res. 78, 1779–1791 (2018).
pubmed: 29374065 pmcid: 5882589 doi: 10.1158/0008-5472.CAN-17-2460
Cha, J. H. et al. Metformin promotes antitumor immunity via endoplasmic-reticulum-associated degradation of PD-L1. Mol. Cell 71, 606–620.e607 (2018).
pubmed: 30118680 pmcid: 6786495 doi: 10.1016/j.molcel.2018.07.030
Miskimins, W. K. et al. Synergistic anti-cancer effect of phenformin and oxamate. PLoS ONE 9, e85576 (2014).
pubmed: 24465604 pmcid: 3897486 doi: 10.1371/journal.pone.0085576
Cui, Q. et al. Modulating ROS to overcome multidrug resistance in cancer. Drug Resist. Updat. 41, 1–25 (2018).
pubmed: 30471641 doi: 10.1016/j.drup.2018.11.001
Cheon, H., Borden, E. C. & Stark, G. R. Interferons and their stimulated genes in the tumor microenvironment. Semin. Oncol. 41, 156–173 (2014).
pubmed: 24787290 pmcid: 4118773 doi: 10.1053/j.seminoncol.2014.02.002
Koromilas, A. E. & Sexl, V. The tumor suppressor function of STAT1 in breast cancer. JAKSTAT 2, e23353 (2013).
pubmed: 24058806 pmcid: 3710319
Im, Y. K. et al. Interplay between ShcA signaling and PGC-1alpha triggers targetable metabolic vulnerabilities in breast cancer. Cancer Res. 78, 4826–4838 (2018).
pubmed: 29930100 doi: 10.1158/0008-5472.CAN-17-3696
Ahn, R. et al. The Shc1 adaptor simultaneously balances Stat1 and Stat3 activity to promote breast cancer immune suppression. Nat. Commun. 8, 14638 (2017).
pubmed: 28276425 pmcid: 5347092 doi: 10.1038/ncomms14638
Stojdl, D. F. et al. VSV strains with defects in their ability to shutdown innate immunity are potent systemic anti-cancer agents. Cancer Cell 4, 263–275 (2003).
pubmed: 14585354 doi: 10.1016/S1535-6108(03)00241-1
Dempoya, J. et al. Double-stranded RNA induces biphasic STAT1 phosphorylation by both type I interferon (IFN)-dependent and type I IFN-independent pathways. J. Virol. 86, 12760–12769 (2012).
pubmed: 22973045 pmcid: 3497619 doi: 10.1128/JVI.01881-12
Jitschin, R. et al. Inflammation-induced glycolytic switch controls suppressivity of mesenchymal stem cells via STAT1 glycosylation. Leukemia 33, 1783–1796 (2019).
pubmed: 30679801 doi: 10.1038/s41375-018-0376-6
Pitroda, S. P. et al. STAT1-dependent expression of energy metabolic pathways links tumour growth and radioresistance to the Warburg effect. BMC Med. 7, 68 (2009).
pubmed: 19891767 pmcid: 2780454 doi: 10.1186/1741-7015-7-68
Fendt, S. M. et al. Reductive glutamine metabolism is a function of the alpha-ketoglutarate to citrate ratio in cells. Nat. Commun. 4, 2236 (2013).
pubmed: 23900562 doi: 10.1038/ncomms3236
Mullen, A. R. et al. Reductive carboxylation supports growth in tumour cells with defective mitochondria. Nature 481, 385–388 (2011).
pubmed: 22101431 pmcid: 3262117 doi: 10.1038/nature10642
Traverso, N. et al. Role of glutathione in cancer progression and chemoresistance. Oxid. Med. Cell Longev. 2013, 972913 (2013).
pubmed: 23766865 pmcid: 3673338 doi: 10.1155/2013/972913
Jeon, S. M., Chandel, N. S. & Hay, N. AMPK regulates NADPH homeostasis to promote tumour cell survival during energy stress. Nature 485, 661–665 (2012).
pubmed: 22660331 pmcid: 3607316 doi: 10.1038/nature11066
Ford, J. M., Yang, J. M. & Hait, W. N. Effect of buthionine sulfoximine on toxicity of verapamil and doxorubicin to multidrug resistant cells and to mice. Cancer Res. 51, 67–72 (1991).
pubmed: 1988108
Segal, E. D. et al. Relevance of the OCT1 transporter to the antineoplastic effect of biguanides. Biochem. Biophys. Res. Commun. 414, 694–699 (2011).
pubmed: 21986525 doi: 10.1016/j.bbrc.2011.09.134
Nathan, D. M. et al. Medical management of hyperglycemia in type 2 diabetes: a consensus algorithm for the initiation and adjustment of therapy: a consensus statement of the American Diabetes Association and the European Association for the Study of Diabetes. Diabetes Care 32, 193–203 (2009).
pubmed: 18945920 pmcid: 2606813 doi: 10.2337/dc08-9025
Assan, R., Heuclin, C., Girard, J. R., LeMaire, F. & Attali, J. R. Phenformin-induced lactic acidosis in diabetic patients. Diabetes 24, 791–800 (1975).
pubmed: 808437 doi: 10.2337/diab.24.9.791
Oh, E. T. & Park, H. J. Implications of NQO1 in cancer therapy. BMB Rep. 48, 609–617 (2015).
pubmed: 26424559 pmcid: 4911202 doi: 10.5483/BMBRep.2015.48.11.190
Li, Z. et al. NQO1 protein expression predicts poor prognosis of non-small cell lung cancers. BMC Cancer 15, 207 (2015).
pubmed: 25880877 pmcid: 4396547 doi: 10.1186/s12885-015-1227-8
Yang, Y. et al. Clinical implications of high NQO1 expression in breast cancers. J. Exp. Clin. Cancer Res. 33, 14 (2014).
pubmed: 24499631 pmcid: 3944477 doi: 10.1186/1756-9966-33-14
Dankner, M. et al. Invasive growth associated with cold-inducible RNA-binding protein expression drives recurrence of surgically resected brain metastases. Neuro Oncol. https://doi.org/10.1093/neuonc/noab002 (2021).
Chan, T. S. et al. Coenzyme Q cytoprotective mechanisms for mitochondrial complex I cytopathies involves NAD(P)H: quinone oxidoreductase 1(NQO1). Free Radic. Res. 36, 421–427 (2002).
pubmed: 12069106 doi: 10.1080/10715760290021270
Cao, L. et al. Tumor-selective, futile redox cycle-induced bystander effects elicited by NQO1 bioactivatable radiosensitizing drugs in triple-negative breast cancers. Antioxid. Redox Signal. 21, 237–250 (2014).
pubmed: 24512128 pmcid: 4060774 doi: 10.1089/ars.2013.5462
Huang, X. et al. Leveraging an NQO1 bioactivatable drug for tumor-selective use of poly(ADP-ribose) polymerase inhibitors. Cancer Cell 30, 940–952 (2016).
pubmed: 27960087 pmcid: 5161231 doi: 10.1016/j.ccell.2016.11.006
Postovit, L., Widmann, C., Huang, P. & Gibson, S. B. Harnessing oxidative stress as an innovative target for cancer therapy. Oxid. Med. Cell Longev. 2018, 6135739 (2018).
pubmed: 29977457 pmcid: 5994291 doi: 10.1155/2018/6135739
Ursini-Siegel, J. et al. ShcA signalling is essential for tumour progression in mouse models of human breast cancer. EMBO J. 27, 910–920 (2008).
pubmed: 18273058 pmcid: 2274931 doi: 10.1038/emboj.2008.22
Molina, J. R. et al. An inhibitor of oxidative phosphorylation exploits cancer vulnerability. Nat. Med. 24, 1036–1046 (2018).
pubmed: 29892070 doi: 10.1038/s41591-018-0052-4
Darini, C. et al. An integrated stress response via PKR suppresses HER2+ cancers and improves trastuzumab therapy. Nat. Commun. 10, 2139 (2019).
pubmed: 31086176 pmcid: 6513990 doi: 10.1038/s41467-019-10138-8
Savage, P. et al. Chemogenomic profiling of breast cancer patient-derived xenografts reveals targetable vulnerabilities for difficult-to-treat tumors. Commun. Biol. 3, 310 (2020).
pubmed: 32546838 pmcid: 7298048 doi: 10.1038/s42003-020-1042-x
Di Magno, L. et al. Phenformin inhibits hedgehog-dependent tumor growth through a complex I-independent redox/corepressor module. Cell Rep. 30, 1735–1752 (2020). e1737.
pubmed: 32049007 doi: 10.1016/j.celrep.2020.01.024
Vara-Ciruelos, D. et al. Phenformin, but not metformin, delays development of T cell acute lymphoblastic leukemia/lymphoma via cell-autonomous AMPK activation. Cell Rep. 27, 690–698 (2019). e694.
pubmed: 30995468 pmcid: 6484776 doi: 10.1016/j.celrep.2019.03.067
Andrzejewski, S. et al. PGC-1alpha promotes breast cancer metastasis and confers bioenergetic flexibility against metabolic drugs. Cell Metab. 26, 778–787 (2017). e775.
pubmed: 28988825 doi: 10.1016/j.cmet.2017.09.006
Luo, M. et al. Targeting breast cancer stem cell state equilibrium through modulation of redox signaling. Cell Metab. 28, 69–86 (2018). e66.
pubmed: 29972798 pmcid: 6037414 doi: 10.1016/j.cmet.2018.06.006
Davis, R. T. et al. Transcriptional diversity and bioenergetic shift in human breast cancer metastasis revealed by single-cell RNA sequencing. Nat. Cell Biol. 22, 310–320 (2020).
pubmed: 32144411 doi: 10.1038/s41556-020-0477-0
Lee, J. et al. Effective breast cancer combination therapy targeting BACH1 and mitochondrial metabolism. Nature 568, 254–258 (2019).
pubmed: 30842661 pmcid: 6698916 doi: 10.1038/s41586-019-1005-x
Lien, E. C. et al. Glutathione biosynthesis is a metabolic vulnerability in PI(3)K/Akt-driven breast cancer. Nat. Cell Biol. 18, 572–578 (2016).
pubmed: 27088857 pmcid: 4848114 doi: 10.1038/ncb3341
Wolf, D. A. Is reliance on mitochondrial respiration a “chink in the armor” of therapy-resistant cancer? Cancer Cell 26, 788–795 (2014).
pubmed: 25490445 pmcid: 4761590 doi: 10.1016/j.ccell.2014.10.001
Perillo, B. et al. ROS in cancer therapy: the bright side of the moon. Exp. Mol. Med. 52, 192–203 (2020).
pubmed: 32060354 pmcid: 7062874 doi: 10.1038/s12276-020-0384-2
Parekh, A. et al. Multi-nucleated cells use ROS to induce breast cancer chemo-resistance in vitro and in vivo. Oncogene 37, 4546–4561 (2018).
pubmed: 29743594 doi: 10.1038/s41388-018-0272-6
Izreig, S. et al. Repression of LKB1 by miR-17 approximately 92 Sensitizes MYC-dependent lymphoma to biguanide treatment. Cell Rep. Med. 1, 100014 (2020).
pubmed: 32478334 pmcid: 7249503 doi: 10.1016/j.xcrm.2020.100014
Gerber, D. E. et al. Phase 1 study of ARQ 761, a beta-lapachone analogue that promotes NQO1-mediated programmed cancer cell necrosis. Br. J. Cancer 119, 928–936 (2018).
pubmed: 30318513 pmcid: 6203852 doi: 10.1038/s41416-018-0278-4
Ross, D. & Siegel, D. Functions of NQO1 in cellular protection and CoQ10 metabolism and its potential role as a redox sensitive molecular switch. Front. Physiol. 8, 595 (2017).
pubmed: 28883796 pmcid: 5573868 doi: 10.3389/fphys.2017.00595
Adamovich, Y. et al. The protein level of PGC-1alpha, a key metabolic regulator, is controlled by NADH-NQO1. Mol. Cell. Biol. 33, 2603–2613 (2013).
pubmed: 23648480 pmcid: 3700121 doi: 10.1128/MCB.01672-12
Cresteil, T. & Jaiswal, A. K. High levels of expression of the NAD(P)H:quinone oxidoreductase (NQO1) gene in tumor cells compared to normal cells of the same origin. Biochem. Pharm. 42, 1021–1027 (1991).
pubmed: 1651729 doi: 10.1016/0006-2952(91)90284-C
Li, X. et al. NQO1 targeting prodrug triggers innate sensing to overcome checkpoint blockade resistance. Nat. Commun. 10, 3251 (2019).
pubmed: 31324798 pmcid: 6642086 doi: 10.1038/s41467-019-11238-1
Lajin, B. & Alachkar, A. The NQO1 polymorphism C609T (Pro187Ser) and cancer susceptibility: a comprehensive meta-analysis. Br. J. Cancer 109, 1325–1337 (2013).
pubmed: 23860519 pmcid: 3778271 doi: 10.1038/bjc.2013.357
Wall, E. M. et al. Spontaneous mammary tumors differ widely in their inherent sensitivity to adoptively transferred T cells. Cancer Res. 67, 6442–6450 (2007).
pubmed: 17616705 doi: 10.1158/0008-5472.CAN-07-0622
Longhi, M. P. et al. Dendritic cells require a systemic type I interferon response to mature and induce CD4
pubmed: 19564349 pmcid: 2715098 doi: 10.1084/jem.20090247
Listgarten, J. et al. Predictive models for breast cancer susceptibility from multiple single nucleotide polymorphisms. Clin. Cancer Res. 10, 2725–2737 (2004).
pubmed: 15102677 doi: 10.1158/1078-0432.CCR-1115-03
Bolger, A. M., Lohse, M. & Usadel, B. Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinformatics 30, 2114–2120 (2014).
pubmed: 24695404 pmcid: 4103590 doi: 10.1093/bioinformatics/btu170
Dobin, A. et al. STAR: ultrafast universal RNA-seq aligner. Bioinformatics 29, 15–21 (2013).
pubmed: 23104886 doi: 10.1093/bioinformatics/bts635
Liao, Y., Smyth, G. K. & Shi, W. featureCounts: an efficient general purpose program for assigning sequence reads to genomic features. Bioinformatics 30, 923–930 (2014).
pubmed: 24227677 doi: 10.1093/bioinformatics/btt656
Love, M. I., Huber, W. & Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 15, 550 (2014).
pubmed: 25516281 pmcid: 4302049 doi: 10.1186/s13059-014-0550-8
Li, H. et al. The Sequence Alignment/Map format and SAMtools. Bioinformatics 25, 2078–2079 (2009).
pubmed: 19505943 pmcid: 2723002 doi: 10.1093/bioinformatics/btp352
Quinlan, A. R. & Hall, I. M. BEDTools: a flexible suite of utilities for comparing genomic features. Bioinformatics 26, 841–842 (2010).
pubmed: 20110278 pmcid: 2832824 doi: 10.1093/bioinformatics/btq033
Mamer, O. et al. The complete targeted profile of the organic acid intermediates of the citric acid cycle using a single stable isotope dilution analysis, sodium borodeuteride reduction and selected ion monitoring GC/MS. Metabolomics 9, 1019–1030 (2013).
pubmed: 24348278 pmcid: 3855487 doi: 10.1007/s11306-013-0521-1
Mookerjee, S. A., Gerencser, A. A., Nicholls, D. G. & Brand, M. D. Quantifying intracellular rates of glycolytic and oxidative ATP production and consumption using extracellular flux measurements. J. Biol. Chem. 292, 7189–7207 (2017).
pubmed: 28270511 pmcid: 5409486 doi: 10.1074/jbc.M116.774471

Auteurs

Stephanie P Totten (SP)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
Division of Experimental Medicine, McGill University, Montreal, QC, Canada.

Young Kyuen Im (YK)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
Division of Experimental Medicine, McGill University, Montreal, QC, Canada.

Eduardo Cepeda Cañedo (E)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.

Ouafa Najyb (O)

Department of Biochemistry, McGill University, Montreal, QC, Canada.
Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.

Alice Nguyen (A)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.

Steven Hébert (S)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.

Ryuhjin Ahn (R)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
Division of Experimental Medicine, McGill University, Montreal, QC, Canada.

Kyle Lewis (K)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
Division of Experimental Medicine, McGill University, Montreal, QC, Canada.

Benjamin Lebeau (B)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
Division of Experimental Medicine, McGill University, Montreal, QC, Canada.

Rachel La Selva (R)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
Division of Experimental Medicine, McGill University, Montreal, QC, Canada.

Valérie Sabourin (V)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.

Constanza Martínez (C)

Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.

Paul Savage (P)

Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.

Hellen Kuasne (H)

Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.

Daina Avizonis (D)

Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.

Nancy Santos Martínez (N)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.

Catherine Chabot (C)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.

Adriana Aguilar-Mahecha (A)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.

Marie-Line Goulet (ML)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.

Matthew Dankner (M)

Division of Experimental Medicine, McGill University, Montreal, QC, Canada.
Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.

Michael Witcher (M)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
Division of Experimental Medicine, McGill University, Montreal, QC, Canada.
Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada.

Kevin Petrecca (K)

Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada.

Mark Basik (M)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
Division of Experimental Medicine, McGill University, Montreal, QC, Canada.
Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada.

Michael Pollak (M)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
Division of Experimental Medicine, McGill University, Montreal, QC, Canada.
Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada.

Ivan Topisirovic (I)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
Division of Experimental Medicine, McGill University, Montreal, QC, Canada.
Department of Biochemistry, McGill University, Montreal, QC, Canada.
Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada.

Rongtuan Lin (R)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
Department of Microbiology and Immunology, McGill University, Montreal, Quebec, Canada.

Peter M Siegel (PM)

Division of Experimental Medicine, McGill University, Montreal, QC, Canada.
Department of Biochemistry, McGill University, Montreal, QC, Canada.
Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.

Claudia L Kleinman (CL)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
Department Human Genetics, McGill University, Montreal, QC, Canada.

Morag Park (M)

Department of Biochemistry, McGill University, Montreal, QC, Canada.
Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.
Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada.

Julie St-Pierre (J)

Department of Biochemistry, Microbiology and Immunology, Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON, Canada.

Josie Ursini-Siegel (J)

Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada. giuseppina.ursini-siegel@mcgill.ca.
Division of Experimental Medicine, McGill University, Montreal, QC, Canada. giuseppina.ursini-siegel@mcgill.ca.
Department of Biochemistry, McGill University, Montreal, QC, Canada. giuseppina.ursini-siegel@mcgill.ca.
Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada. giuseppina.ursini-siegel@mcgill.ca.

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