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RAS/MAPK Activation Is Associated with Reduced Tumor-Infiltrating Lymphocytes in Triple-Negative Breast Cancer: Therapeutic Cooperation Between MEK and PD-1/PD-L1 Immune Checkpoint Inhibitors
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Abstract
Purpose: Tumor-infiltrating lymphocytes (TIL) in the residual disease (RD) of triple-negative breast cancers (TNBC) after neoadjuvant chemotherapy (NAC) are associated with improved survival, but insight into tumor cell-autonomous molecular pathways affecting these features are lacking. Experimental Design: We analyzed TILs in the RD of clinically and molecularly characterized TNBCs after NAC and explored therapeutic strategies targeting combinations of MEK inhibitors with PD-1/PD-L1–targeted immunotherapy in mouse models of breast cancer. Results: Presence of TILs in the RD was significantly associated with improved prognosis. Genetic or transcriptomic alterations in Ras–MAPK signaling were significantly correlated with lower TILs. MEK inhibition upregulated cell surface MHC expression and PD-L1 in TNBC cells both in vivo and in vitro. Moreover, combined MEK and PD-L1/PD-1 inhibition enhanced antitumor immune responses in mouse models of breast cancer. Conclusions: These data suggest the possibility that Ras–MAPK pathway activation promotes immune-evasion in TNBC, and support clinical trials combining MEK- and PD-L1–targeted therapies. Furthermore, Ras/MAPK activation and MHC expression may be predictive biomarkers of response to immune checkpoint inhibitors. Clin Cancer Res; 22(6); 1499–509. ©2015 AACR.
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“RAS-targeted therapy abrogated RAS-MAPK/PI3K-AKT-involved immune evasion, synergizing with α-PD-1/PD-L1 [213, 214].”
From Combination strategies with PD-1/PD-L1 blockade: current advances and future directions (2022) · cites this paper as [214]
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“trametinib promotes PD-L1 upregulation in mouse breast cancer cells, in vitro and in vivo (Loi et al., 2016)”
From Immunomodulation by targeted anticancer agents (2021) · cites this paper as Loi et al., 2016
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Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Benjamini, Y., & Hochberg, Y. (1995) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1995.tb02031.x · Cited by 109,482
PD-1 and PD-L1 Immune Checkpoint Blockade to Treat Breast Cancer
Hartkopf, A. D., Taran, F., Wallwiener, M., Walter, C. B., Krämer, B., Grischke, E., & Brucker, S. Y. (2016) · Breast Care · doi:10.1159/000453569 · Cited by 30,989
Cerami, E., Gao, J., Dogrusoz, U., Gross, B. E., Sumer, S. O., Aksoy, B. A., Jacobsen, A., Byrne, C. J., Heuer, M. L., Larsson, E., et al. (2012) · Cancer Discovery · doi:10.1158/2159-8290.cd-12-0095 · Cited by 17,455
Adverse Renal Effects of Immune Checkpoint Inhibitors: A Narrative Review
Wanchoo, R., Karam, S., Uppal, N. N., Barta, V. S., Deray, G., Devoe, C., Launay‐Vacher, V., Jhaveri, K. D., & on behalf of Cancer and Kidney International Network Workgroup on Immune Checkpoint Inhibitors (2017) · American Journal of Nephrology · doi:10.1159/000455014 · Cited by 15,320
Nishimura, R., Osako, T., Nishiyama, Y., Tashima, R., Nakano, M., Fujisue, M., Toyozumi, Y., & Arima, N. (2013) · Oncology · doi:10.1159/000353099 · Cited by 13,239
Safety, activity, and immune correlates of anti–PD-1 antibody in cancer
Topalian, S. L., Hodi, F. S., Brahmer, J. R., Gettinger, S. N., Smith, D. C., McDermott, D. F., Powderly, J. D., Carvajal, R. D., Sosman, J. A., Atkins, M. B., et al. (2012) · New England Journal of Medicine · doi:10.1056/nejmoa1200690 · Cited by 12,628
Comprehensive molecular portraits of human breast tumours
The Cancer Genome Atlas Network (2012) · Nature · doi:10.1038/nature11412 · Cited by 12,129
PD-1 Blockade in Tumors with Mismatch-Repair Deficiency
Le, D. T., Uram, J. N., Wang, H., Bartlett, B. R., Kemberling, H., Eyring, A. D., Skora, A. D., Luber, B. S., Azad, N. S., Laheru, D., et al. (2015) · New England Journal of Medicine · doi:10.1056/nejmoa1500596 · Cited by 9,377
Combined Nivolumab and Ipilimumab or Monotherapy in Untreated Melanoma
Larkin, J., Chiarion-Sileni, V., Gonzalez, R., Grob, J. J., Cowey, C. L., Lao, C. D., Schadendorf, D., Dummer, R., Smylie, M., Rutkowski, P., et al. (2015) · New England Journal of Medicine · doi:10.1056/nejmoa1504030 · Cited by 8,157
Safety and activity of anti-PD-L1 antibody in patients with advanced cancer
Brahmer, J. R., Tykodi, S. S., Chow, L. Q. M., Hwu, W.-J., Topalian, S. L., Hwu, P., Drake, C. G., Camacho, L. H., Kauh, J., Odunsi, K., et al. (2012) · New England Journal of Medicine · doi:10.1056/nejmoa1200694 · Cited by 7,945
Ipilimumab plus Dacarbazine for Previously Untreated Metastatic Melanoma
Robert, C., Thomas, L., Bondarenko, I., O'Day, S., Weber, J., Garbe, C., Lebbe, C., Baurain, J.-F., Testori, A., Grob, J.-J., et al. (2011) · New England Journal of Medicine · doi:10.1056/nejmoa1104621 · Cited by 4,496
Molecular and genetic properties of tumors associated with local immune cytolytic activity
Rooney, M. S., Shukla, S. A., Wu, C. J., Getz, G., & Hacohen, N. (2015) · Cell · doi:10.1016/j.cell.2014.12.033 · Cited by 3,825
Salgado, R., Denkert, C., Demaria, S., Sirtaine, N., Klauschen, F., Pruneri, G., Wienert, S., den Eynden, G. V., Baehner, F. L., Penault-Llorca, F. M., et al. (2014) · Annals of Oncology · doi:10.1093/annonc/mdu450 · Cited by 3,142
Self-citationLiedtke, C., Mazouni, C., Hess, K. R., André, F., Tordai, A., Mejia, J. A., Symmans, W. F., Gonzalez-Angulo, A. M., Hennessy, B., Green, M., et al. (2008) · Journal of Clinical Oncology · doi:10.1200/jco.2007.14.4147 · Cited by 2,892
Loi, S., Sirtaine, N., Piette, F., Salgado, R., Viale, G., Eenoo, F. V., Rouas, G., Francis, P. A., Crown, J. P., Hitre, E., et al. (2013) · Journal of Clinical Oncology · doi:10.1200/jco.2011.41.0902 · Cited by 1,658
Self-citationPD-L1 Expression in Triple-Negative Breast Cancer
Mittendorf, E. A., Philips, A. V., Meric‐Bernstam, F., Qiao, N., Wu, Y., Harrington, S. M., Su, X., Wang, Y., Gonzalez-Angulo, A. M., Akçakanat, A., et al. (2014) · Cancer Immunology Research · doi:10.1158/2326-6066.cir-13-0127 · Cited by 1,420
Herschkowitz, J. I., Simin, K. J., Weigman, V., Mikaelian, I., Usary, J., Hu, Z., Rasmussen, K., Jones, L. P., Assefnia, S., Chandrasekharan, S., et al. (2007) · Genome biology · doi:10.1186/gb-2007-8-5-r76 · Cited by 1,337
Adams, S., Gray, R. J., Demaria, S., Goldstein, L. J., Perez, E. A., Shulman, L. N., Martino, S., Wang, M., Jones, V. E., Saphner, T. J., et al. (2014) · Journal of Clinical Oncology · doi:10.1200/jco.2013.55.0491 · Cited by 1,313
Loi, S., Michiels, S., Salgado, R., Sirtaine, N., José, V., Fumagalli, D., Kellokumpu‐Lehtinen, P., Bono, P., Kataja, V. V., Desmedt, C., et al. (2014) · Annals of Oncology · doi:10.1093/annonc/mdu112 · Cited by 1,254
Self-citationMutant MHC class II epitopes drive therapeutic immune responses to cancer
Kreiter, S., Vormehr, M., van de Roemer, N., Diken, M., Löwer, M., Diekmann, J., Boegel, S., Schrörs, B., Vascotto, F., Castle, J. C., et al. (2015) · Nature · doi:10.1038/nature14426 · Cited by 1,243
Cancer cell–autonomous contribution of type I interferon signaling to the efficacy of chemotherapy
Sistigu, A., Yamazaki, T., Vacchelli, E., Chaba, K., Enot, D. P., Adam, J., Vitale, I., Goubar, A., Baracco, E. E., Remédios, C., et al. (2014) · Nature Medicine · doi:10.1038/nm.3708 · Cited by 1,042
Automated subcellular localization and quantification of protein expression in tissue microarrays
Camp, R. L., Chung, G. G., & Rimm, D. L. (2002) · Nature Medicine · doi:10.1038/nm791 · Cited by 759
Self-citationPratilas, C. A., Taylor, B. S., Ye, Q., Viale, A. J., Sander, C., Solit, D. B., & Rosen, N. X. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0900780106 · Cited by 626
Ghebeh, H., Mohammed, S. F., Al-Omair, A., Qattan, A. T., Lehé, C. L., Al-Qudaihi, G., Elkum, N. B., Alshabanah, M., Amer, S. M. B., Tulbah, A. M., et al. (2006) · Neoplasia · doi:10.1593/neo.05733 · Cited by 612
Improved antitumor activity of immunotherapy with BRAF and MEK inhibitors in BRAF V600E melanoma
Hu‐Lieskovan, S., Mok, S., Moreno, B. H., Tsoi, J., Robert, L., Goedert, L., Pinheiro, E. M., Koya, R. C., Graeber, T. G., Comı́n-Anduix, B., et al. (2015) · Science Translational Medicine · doi:10.1126/scitranslmed.aaa4691 · Cited by 576
A public genome-scale lentiviral expression library of human ORFs
Yang, X., Boehm, J. S., Yang, X., Salehi-Ashtiani, K., Hao, T., Shen, Y., Lubonja, R., Thomas, S. R., Alkan, O., Bhimdi, T., et al. (2011) · Nature Methods · doi:10.1038/nmeth.1638 · Cited by 570
Muenst, S. E., Schaerli, A. R., Gao, F., Däster, S., Trella, E., Droeser, R. A., Muraro, M. G., Zajac, P., Zanetti, R., Gillanders, W. E., et al. (2014) · Breast Cancer Research and Treatment · doi:10.1007/s10549-014-2988-5 · Cited by 566
CD73 promotes anthracycline resistance and poor prognosis in triple negative breast cancer
Loi, S., Pommey, S., Haibe‐Kains, B., Beavis, P. A., Darcy, P. K., Smyth, M. J., & Stagg, J. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1222251110 · Cited by 504
Self-citationBalko, J. M., Giltnane, J. M., Wang, K., Schwarz, L. J., Young, C. D., Cook, R. S., Owens, P., Sanders, M. E., Kuba, M. G., Sanchez, V. M., et al. (2013) · Cancer Discovery · doi:10.1158/2159-8290.cd-13-0286 · Cited by 489
Self-citationDieci, M. V., Criscitiello, C., Goubar, A., Viale, G., Conte, P., Guarneri, V., Ficarra, G., Mathieu, M. C., Delaloge, S., Curigliano, G., et al. (2014) · Annals of Oncology · doi:10.1093/annonc/mdt556 · Cited by 457
Wimberly, H., Brown, J. R., Schalper, K. A., Haack, H., Silver, M. R., Nixon, C., Bossuyt, V., Pusztai, L., Lannin, D. R., & Rimm, D. L. (2014) · Cancer Immunology Research · doi:10.1158/2326-6066.cir-14-0133 · Cited by 403
Self-citationPivotal Role of Innate and Adaptive Immunity in Anthracycline Chemotherapy of Established Tumors
Mattarollo, S. R., Loi, S., Duret, H., Ma, Y., Zitvogel, L., & Smyth, M. J. (2011) · Cancer Research · doi:10.1158/0008-5472.can-11-0753 · Cited by 351
Self-citationMuenst, S. E., Soysal, S. D., Gao, F., Obermann, E. C., Oertli, D., & Gillanders, W. E. (2013) · Breast Cancer Research and Treatment · doi:10.1007/s10549-013-2581-3 · Cited by 338
Balko, J. M., Cook, R. S., Vaught, D. B., Kuba, M. G., Miller, T. W., Bhola, N. E., Sanders, M. E., Granja-Ingram, N. M., Smith, J. J., Meszoely, I. M., et al. (2012) · Nature Medicine · doi:10.1038/nm.2795 · Cited by 262
PD-L1 Expression Is Increased in a Subset of Basal Type Breast Cancer Cells
Soliman, H. H., Khalil, F. K., & Antonia, S. J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0088557 · Cited by 245
Brown, J. R., Wimberly, H., Lannin, D. R., Nixon, C., Rimm, D. L., & Bossuyt, V. (2014) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-14-1622 · Cited by 160
Self-citationBalko, J. M., Schwarz, L. J., Bhola, N. E., Kurupi, R., Owens, P., Miller, T. W., Gómez, H., Cook, R. S., & Arteaga, C. L. (2013) · Cancer Research · doi:10.1158/0008-5472.can-13-1385 · Cited by 158
Self-citationKakavand, H., Wilmott, J. S., Menzies, A. M., Vilain, R. E., Haydu, L. E., Yearley, J. H., Thompson, J. F., Kefford, R. F., Hersey, P., Long, G. V., et al. (2015) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-14-2023 · Cited by 148
Nanda, R., Chow, L. Q. M., Dees, E. C., Berger, R., Gupta, S., Geva, R., Pusztai, L., Dolled-Filhart, M. P., Emancipator, K., Gonzalez, E. J., et al. (2015) · Cancer Research · doi:10.1158/1538-7445.sabcs14-s1-09 · Cited by 114
MEK and EGFR inhibition demonstrate synergistic activity in EGFR-dependent NSCLC
Balko, J. M., Jones, B. R., Coakley, V. L., & Black, E. P. (2009) · Cancer Biology & Therapy · doi:10.4161/cbt.8.6.7690 · Cited by 35
Self-citationAbstract 4809: Epigenomic profiling of oral cancer
Yoshiba, S. (2011) · Cancer Research · doi:10.1158/1538-7445.am2011-4809 · Cited by 27
Research works printed but not linked: 1
- Emens, 2015, Inhibition of PD-L1 by MPDL3280A leads to clinical activity in patients with metastatic triple-negative breast cancer (TNBC)
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Bianchini, G., Balko, J. M., Mayer, I. A., Sanders, M. E., & Gianni, L. (2016) · Nature Reviews Clinical Oncology · doi:10.1038/nrclinonc.2016.66 · Cited by 3,079
Self-citationGarrido-Castro, A. C., Lin, N. U., & Polyak, K. (2019) · Cancer Discovery · doi:10.1158/2159-8290.cd-18-1177 · Cited by 1,451
Combination strategies with PD-1/PD-L1 blockade: current advances and future directions
Yi, M., Zheng, X., Niu, M., Zhu, S., Ge, H., & Wu, K. (2022) · Molecular Cancer · doi:10.1186/s12943-021-01489-2 · Cited by 1,445
Regulation of PD-L1 expression in the tumor microenvironment
Yi, M., Niu, M., Xu, L., Luo, S., & Wu, K. (2021) · Journal of Hematology & Oncology · doi:10.1186/s13045-020-01027-5 · Cited by 681
Eng, C., Kim, T. W., Bendell, J., Argilés, G., Tebbutt, N. C., Di Bartolomeo, M., Falcone, A., Fakih, M., Kozloff, M., Segal, N. H., et al. (2019) · The Lancet Oncology · doi:10.1016/s1470-2045(19)30027-0 · Cited by 577
Metadata
- Authors
- Loi, S., Dushyanthen, S., Beavis, P. A., Salgado, R., Denkert, C., Savas, P., Combs, S., Rimm, D. L., Giltnane, J. M., Estrada, M. V., Sánchez, V., Sanders, M. E., Cook, R. S., Pilkinton, M. A., Mallal, S. A., Wang, K., Miller, V. A., Stephens, P. J., Yelensky, R., Doimi, F. D., Gómez, H., Ryzhov, S. V., Darcy, P. K., Arteaga, C. L., & Balko, J. M.
- Affiliations
- The University of Melbourne (AU)
- Peter MacCallum Cancer Centre (AU)
- Institut Jules Bordet (BE)
- Deutsches Konsortium für Translationale Krebsforschung (DE)
- Yale University (US)
- Vanderbilt University (US)
- 7Breast Cancer Program, Vanderbilt-Ingram Cancer Center, Nashville, Tennessee.
- Foundation Medicine (United States) (US)
- Instituto Nacional de Enfermedades Neoplásicas (PE)
- Maine Medical Center Research Institute (US)
- Corresponding author
- Loi, Sherene
- Balko, Justin M.
- ORCID
- Loi, Sherene
- Dushyanthen, Sathana
- Beavis, Paul A.
- Salgado, Roberto
- Denkert, Carsten
- Savas, Peter
- Rimm, David L.
- Giltnane, Jennifer M.
- Estrada, Monica V.
- Sanders, Melinda E.
- Cook, Rebecca S.
- Pilkinton, Mark A.
- Mallal, Simon A.
- Miller, Vincent A.
- Stephens, Phil J.
- Yelensky, Roman
- Doimi, Franco D.
- Gómez, Henry
- Ryzhov, Sergey V.
- Darcy, Phillip K.
- Arteaga, Carlos L.
- Balko, Justin M.
- Venue
- Clinical Cancer Research
- Published
- 2016-03-14
- Volume
- 22
- Issue
- 6
- Pages
- 1499-1509
- ISSN
- 1078-0432 (ISSN-L)
- 1557-3265
- PMC
- PMC4794351
- OpenAlex
- W1933761723
- Cited by
- 536
- References
- 41
- Citations by year
- 2026: 14 · 2025: 32 · 2024: 29 · 2023: 67 · 2022: 62 · 2021: 94 · 2020: 68 · 2019: 60 · 2018: 51 · 2017: 44 · 2016: 14
- FWCI
- 15.90
- Type
- journal article
- Language
- en
- Update notices
- correction (2019-02-15)
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Clinical Cancer Research (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles) (submittedVersion)
- Murdoch University Research Portal (submittedVersion)
- Funders
- National Institutes of Health (1k99ca181491-01a1)
- National Cancer Institute (1K99CA181491, K99 CA181491, P50CA098131, R00CA181491, P30CA068485)
- Topics
- Health Sciences › Medicine › Oncology › Cancer Immunotherapy and Biomarkers
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Breast Cancer Treatment Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Melanoma and MAPK Pathways
- Keywords
- triple-negative breast cancer, tumor-infiltrating lymphocytes, RAS/MAPK pathway, MEK inhibitors, PD-1/PD-L1 inhibitors, MHC class I expression, immune evasion, combination immunotherapy, predictive biomarkers, antitumor immunity
- MeSH terms
- Animals, Disease Models, Animal, Female, Humans, Mortality, Phenotype, Signal Transduction, Biomarkers, Immunophenotyping, Lymphocytes, Tumor-Infiltrating, Disease Progression, ras Proteins, Gene Expression Profiling, Mitogen-Activated Protein Kinases, Cell Line, Tumor, Protein Kinase Inhibitors, Mice, Immunomodulation, Transcriptome, B7-H1 Antigen, Programmed Cell Death 1 Receptor, Triple Negative Breast Neoplasms
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