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Chemokine Expression in Melanoma Metastases Associated with CD8+ T-Cell Recruitment
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Abstract
Despite the frequent detection of circulating tumor antigen-specific T cells, either spontaneously or following active immunization or adoptive transfer, immune-mediated cancer regression occurs only in the minority of patients. One theoretical rate-limiting step is whether effector T cells successfully migrate into metastatic tumor sites. Affymetrix gene expression profiling done on a series of metastatic melanoma biopsies revealed a major segregation of samples based on the presence or absence of T-cell-associated transcripts. The presence of lymphocytes correlated with the expression of defined chemokine genes. A subset of six chemokines (CCL2, CCL3, CCL4, CCL5, CXCL9, and CXCL10) was confirmed by protein array and/or quantitative reverse transcription-PCR to be preferentially expressed in tumors that contained T cells. Corresponding chemokine receptors were found to be up-regulated on human CD8(+) effector T cells, and transwell migration assays confirmed the ability of each of these chemokines to promote migration of CD8(+) effector cells in vitro. Screening by chemokine protein array identified a subset of melanoma cell lines that produced a similar broad array of chemokines. These melanoma cells more effectively recruited human CD8(+) effector T cells when implanted as xenografts in nonobese diabetic/severe combined immunodeficient mice in vivo. Chemokine blockade with specific antibodies inhibited migration of CD8(+) T cells. Our results suggest that lack of critical chemokines in a subset of melanoma metastases may limit the migration of activated T cells, which in turn could limit the effectiveness of antitumor immunity.
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“Tumors from patients showing sustained treatment response predominately demonstrate a T cell-inflamed tumor microenvironment prior to, or early on, treatment.”
From Reimagining IDO Pathway Inhibition in Cancer Immunotherapy via Downstream Focus on the Tryptophan–Kynurenine–Aryl Hydrocarbon Axis (2019) · cites this paper as [6]
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“an effector population shown to be a target of downstream STING signaling involving the IFN-β-CXCL9/10 axis.54–58”
From Functional tumor cell-intrinsic STING, not host STING, drives local and systemic antitumor immunity and therapy efficacy following cryoablation (2023) · cites this paper as [55]
Experimental — accuracy not yet measuredIn the citing paper
“Tumor analysis from patients with metastatic melanoma receiving vaccine and cytokine therapies suggested a paradigm of two broad phenotypes characterized by the presence or absence a T cell-inflamed tumor.”
From Reimagining IDO Pathway Inhibition in Cancer Immunotherapy via Downstream Focus on the Tryptophan–Kynurenine–Aryl Hydrocarbon Axis (2019) · cites this paper as [6]
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Barriers to immune cell infiltration in tumors
Melssen, M. M., Sheybani, N., Leick, K. M., & Slingluff, C. L. (2023) · Journal for ImmunoTherapy of Cancer · doi:10.1136/jitc-2022-006401 · Cited by 173
Dendritic cells and immunity against cancer
Palucka, K., Ueno, H., Fay, J. W., & Banchereau, J. (2010) · Journal of Internal Medicine · doi:10.1111/j.1365-2796.2010.02317.x · Cited by 164
Berghuis, D., Santos, S. J., Baelde, H. J., Taminiau, A. H. M., Egeler, R. M., Schilham, M. W., Hogendoorn, P. C. W., & Lankester, A. C. (2010) · The Journal of Pathology · doi:10.1002/path.2819 · Cited by 159
Control of CD8 T-Cell Infiltration into Tumors by Vasculature and Microenvironment
Peske, J. D., Woods, A. B., & Engelhard, V. H. (2015) · Advances in cancer research · doi:10.1016/bs.acr.2015.05.001 · Cited by 163
Chheda, Z. S., Sharma, R. K., Jala, V. R., Luster, A. D., & Haribabu, B. (2016) · The Journal of Immunology · doi:10.4049/jimmunol.1502376 · Cited by 159
“T cells are present in higher numbers in tumors that express chemokines like CXCL9, CXCL10, CCL2, CCL3, CCL4 and CCL5 [162].”
Nanomedicine‐Boosting Tumor Immunogenicity for Enhanced Immunotherapy
Huang, J., Yang, B., Peng, Y., Huang, J., Wong, S. H. D., Bian, L., Zhu, K., Shuai, X., & Han, S. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202011171 · Cited by 160
Akalu, Y. T., Rothlin, C. V., & Ghosh, S. (2017) · Immunological Reviews · doi:10.1111/imr.12522 · Cited by 158
Role of Radiation Therapy in Modulation of the Tumor Stroma and Microenvironment
Menon, H., Ramapriyan, R., Cushman, T. R., Verma, V., Kim, H. H., Schoenhals, J. E., Atalar, S. C., Selek, U., Chun, S. G., Chang, J. Y., et al. (2019) · Frontiers in Immunology · doi:10.3389/fimmu.2019.00193 · Cited by 160
“(8) Depletion of resources and accumulation of tumor metabolic byproducts leads to blunting of CTL”
BackgroundInfluentialThe Emerging World of TCR-T Cell Trials Against Cancer: A Systematic Review
Zhang, J., & Wang, L. (2019) · Technology in Cancer Research & Treatment · doi:10.1177/1533033819831068 · Cited by 162
“There might also be an insufficient amount of chemokine receptors, such as CXC chemokine receptor type-3 (CXCR3), in tumor cells to attract T cells, and tumors may induce enhanced necrosis.(96,102,103) Fortunately, TCRs could be modified to improve T-cell trafficking and activation.”
BackgroundMoreno, B. H., Zaretsky, J. M., García-Díaz, Á., Tsoi, J., Parisi, G., Robert, L., Meeth, K. M., Ndoye, A., Bosenberg, M., Weeraratna, A. T., et al. (2016) · Cancer Immunology Research · doi:10.1158/2326-6066.cir-16-0060 · Cited by 151
“This observation is consistent with other reports, where 568 chemokine-trafficking of immune cells into tumors was observed 569 in humanmelanoma cell lines (49) or in mice receiving adoptive 570 cell therapy and anti–PD-1 blockade (50).”
ResultCytokine and Chemokine Signals of T‐Cell Exclusion in Tumors
Zhang, Y., Guan, X.-Y., & Jiang, P. (2020) · Frontiers in Immunology · doi:10.3389/fimmu.2020.594609 · Cited by 133
Oldford, S. A., Haidl, I. D., Howatt, M., Leiva, C., Johnston, B., & Marshall, J. S. (2010) · The Journal of Immunology · doi:10.4049/jimmunol.1001137 · Cited by 148
“We have demonstrated that TLR2-activated mast cells secrete large amounts of CCL3, which has been demonstrated to be chemotactic for mature NK cells (35) and activated CD8 T cells (36, 37).”
BackgroundAllen, F., Bobanga, I., Rauhe, P., Barkauskas, D. S., Teich, N., Tong, C., Myers, J., & Huang, A. Y.-C. (2017) · OncoImmunology · doi:10.1080/2162402x.2017.1393598 · Cited by 150
“Although T cells constitute another major source of IFNg in the tumor rejection process, our data is further supported by previous studies using IFNg-deficient T cells to demonstrate that NK cells could supply much of the IFNg needed in effective tumor rejection.16 However, NK cells also are dependent on T cells for f…”
BackgroundResultInfluentialAung, A., Kumar, V., Theprungsirikul, J., Davey, S. K., & Varghese, S. (2020) · Cancer Research · doi:10.1158/0008-5472.can-19-0342 · Cited by 146
Romero, J. M., Grünwald, B., Jang, G.-H., Bavi, P. P., Jhaveri, A., Masoomian, M., Fischer, S. E., Zhang, A., Denroche, R. E., Lungu, I. M., et al. (2020) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-19-2803 · Cited by 146
Tumor-intrinsic oncogene pathways mediating immune avoidance
Spranger, S., & Gajewski, T. F. (2015) · OncoImmunology · doi:10.1080/2162402x.2015.1086862 · Cited by 154
Mugarza, E., van Maldegem, F., Boumelha, J., Moore, C., Rana, S., Llorian, M., East, P., Ambler, R., Anastasiou, P., Romero-Clavijo, P., et al. (2022) · Science Advances · doi:10.1126/sciadv.abm8780 · Cited by 153
Bergamaschi, C., Pandit, H., Nagy, B. A., Stellas, D., Jensen, S. M., Bear, J., Cam, M. C., Valentin, A., Fox, B. A., Felber, B. K., et al. (2020) · Journal for ImmunoTherapy of Cancer · doi:10.1136/jitc-2020-000599 · Cited by 141
Engineering-enhanced CAR T cells for improved cancer therapy
Milone, M. C., Xu, J., Chen, S., Collins, M. A., Zhou, J., Powell, D. J., & Melenhorst, J. J. (2021) · Nature Cancer · doi:10.1038/s43018-021-00241-5 · Cited by 148
Park, H.-H., Kim, H.-R., Park, S.-Y., Hwang, S., Hong, S. M., Park, S., Kang, H. C., Morgan, M. J., Cha, J., Lee, D., et al. (2021) · Molecular Cancer · doi:10.1186/s12943-021-01399-3 · Cited by 141
“Indeed, the activation of RIPK1/RIPK3 leads to the upregulation of inflammatory chemokines that promote the cross-priming of CD8 T cell vaccination responses [11–13]; the presence of intratumoral chemokines is positively correlated with cytotoxic CD8 T cell (CTL) infiltration [14] indicating that the activation of nec…”
BackgroundEnhancement of T cell recruitment and infiltration into tumours
Oelkrug, C., & Ramage, J. M. (2014) · Clinical & Experimental Immunology · doi:10.1111/cei.12382 · Cited by 143
Radiation therapy-induced remodeling of the tumor immune microenvironment
Charpentier, M., Spada, S., Nest, S. J. V., & Demaria, S. (2022) · Seminars in Cancer Biology · doi:10.1016/j.semcancer.2022.04.003 · Cited by 149
Oncogenic CXCL10 signalling drives metastasis development and poor clinical outcome
Wightman, S. C., Uppal, A., Pitroda, S. P., Ganai, S., Burnette, B., Stack, M. E., Oshima, G., Khan, S. A., Huang, X., Posner, M. C., et al. (2015) · British Journal of Cancer · doi:10.1038/bjc.2015.193 · Cited by 137
“The CXCL10 produced by tumour or host cells can recruit CXCR3þ tumour-infiltrating T cells and NK cells associated with tumour suppression (Luster and Leder, 1993; Wenzel et al, 2005; Fujita et al, 2009; Harlin et al, 2009; Dengel et al, 2010; Antonicelli et al, 2011; Wennerberg et al, 2014).”
BackgroundMolecular profiling to identify relevant immune resistance mechanisms in the tumor microenvironment
Gajewski, T. F., Fuertes, M. B., Spaapen, R. M., Zheng, Y., & Kline, J. P. (2010) · Current Opinion in Immunology · doi:10.1016/j.coi.2010.11.013 · Cited by 138
“Using a transwell system in vitro, each of these chemokines was sufficient to recruit CD8+ effector T cells, suggesting some redundancy [5].”
BackgroundMethodInfluentialMulligan, A. M., Raitman, I., Feeley, L., Pinnaduwage, D., Nguyen, L. T., O’Malley, F. P., Ohashi, P. S., & Andrulis, I. L. (2012) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-11-3314 · Cited by 143
“For example, CXCL10 expression was only found in hepatocellular carcinomas in which there was marked lymphocyte infiltration (4), and CXCL10 expression in melanoma metastases was found to be associated with CD8þ T lymphocyte recruitment (35).”
BackgroundSupercharging adoptive T cell therapy to overcome solid tumor–induced immunosuppression
Mardiana, S., Solomon, B., Darcy, P. K., & Beavis, P. A. (2019) · Science Translational Medicine · doi:10.1126/scitranslmed.aaw2293 · Cited by 140
STING, DCs and the link between innate and adaptive tumor immunity
Vatner, R. E., & Janssen, E. M. (2017) · Molecular Immunology · doi:10.1016/j.molimm.2017.12.001 · Cited by 139
“In human patients with metastatic melanoma, metastatic lesions infiltrated with T cells are characterized by an IFN gene signature (Fuertes et al., 2011; Harlin et al., 2009) .”
BackgroundDendritic Cells, the T-cell-inflamed Tumor Microenvironment, and Immunotherapy Treatment Response
Garris, C., & Luke, J. J. (2020) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-19-1321 · Cited by 146
“Gene expression analysis of metastatic melanoma lesions identified a strong separation of samples based on T-cell-associated gene transcripts (6).”
BackgroundLayer, J. P., Kronmüller, M., Quast, T., Konijnenberg, D., Effern, M., Hinze, D., Althoff, K., Schramm, A. R., Westermann, F., Peifer, M., et al. (2017) · OncoImmunology · doi:10.1080/2162402x.2017.1320626 · Cited by 138
HDAC inhibitors enhance the immunotherapy response of melanoma cells
Booth, L. A., Roberts, J. L., Poklepovic, A. S., Kirkwood, J. M., & Dent, P. (2017) · Oncotarget · doi:10.18632/oncotarget.17950 · Cited by 136
Bommareddy, P. K., Zloza, A., Rabkin, S. D., & Kaufman, H. L. (2019) · OncoImmunology · doi:10.1080/2162402x.2019.1591875 · Cited by 143
“While cGAS-STING signaling explains the presence of tumor-infiltrating T cells, this pathway also enhances expression of several counter-regulatory immune parameters, including expression of PD-1 ligand 1 (PD-L1), accumulation of CD4FoxP3 regulatory T cells, and production of indoleamine 2,3-dioxygenase (IDO), all fac…”
BackgroundYoshikawa, T., Wu, Z., Inoue, S., Kasuya, H., Matsushita, H., Takahashi, Y., Kuroda, H., Hosoda, W., Suzuki, S., & Kagoya, Y. (2021) · Blood · doi:10.1182/blood.2021012714 · Cited by 134
Immunogenomic Classification of Colorectal Cancer and Therapeutic Implications
Roelands, J. P., Kuppen, P. J. K., Vermeulen, L., Maccalli, C., Decock, J. V., Wang, E., Marincola, F. M., Bedognetti, D., & Hendrickx, W. (2017) · International Journal of Molecular Sciences · doi:10.3390/ijms18102229 · Cited by 136
Chimeric-antigen receptor T (CAR-T) cell therapy for solid tumors: challenges and opportunities
Xia, A., Wang, X., Lu, Y., Lu, X., & Sun, B. (2017) · Oncotarget · doi:10.18632/oncotarget.19361 · Cited by 132
“Furthermore, owing to the mismatch between chemokine receptors expression on T cells and tumor chemokine signature, T lymphocytes can hardly migrate into the tumor, and thus lose the immune function against cancer [42].”
BackgroundCAR-T Cell Therapy for Breast Cancer: From Basic Research to Clinical Application
Yang, Y.-H., Liu, J., Lu, C., & Wei, J. (2022) · International Journal of Biological Sciences · doi:10.7150/ijbs.70120 · Cited by 135
“Unfortunately, the mismatches between chemokine receptors on T cells and chemokines on tumor cells were frequently reported[171].”
BackgroundInnate immune mediators in cancer: between defense and resistance
Berraondo, P., Minute, L., Ajona, D., Corrales, L. P., Melero, I., & Pı́o, R. (2016) · Immunological Reviews · doi:10.1111/imr.12464 · Cited by 134
Toll-Like Receptor 9 Agonists in Cancer
Karapetyan, L., Luke, J. J., & Davar, D. (2020) · OncoTargets and Therapy · doi:10.2147/ott.s247050 · Cited by 138
Interferons and the immunogenic effects of cancer therapy
Minn, A. J. (2015) · Trends in Immunology · doi:10.1016/j.it.2015.09.007 · Cited by 130
“These ISGs often reflect the activation of T cells and an “inflamed tumor microenvironment” [34] that Minn Page 5”
BackgroundHyperprogression under Immunotherapy
Frélaut, M., Tourneau, C. L., & Borcoman, É. (2019) · International Journal of Molecular Sciences · doi:10.3390/ijms20112674 · Cited by 130
Chibaya, L., Murphy, K. C., DeMarco, K. D., Gopalan, S., Liu, H., Parikh, C. N., Lopez-Diaz, Y., Faulkner, M., Li, J., Morris, J. P., et al. (2023) · Nature Cancer · doi:10.1038/s43018-023-00553-8 · Cited by 138
Metadata
- Authors
- Harlin, H., Meng, Y., Peterson, A. C., Zha, Y., Tretiakova, M., Slingluff, C., McKee, M., & Gajewski, T. F.
- Affiliations
- 1Department of Pathology,
- 2Department of Medicine, Section of Hematology/Oncology, and
- University of Virginia (US)
- University of Chicago (US)
- Venue
- Cancer Research
- Published
- 2009-04-01
- Volume
- 69
- Issue
- 7
- Pages
- 3077-3085
- ISSN
- 0008-5472 (ISSN-L)
- 1538-7445
- PMC
- PMC3886718
- OpenAlex
- W2162222767
- Cited by
- 1,121
- References
- 29
- Citations by year
- 2026: 40 · 2025: 58 · 2024: 89 · 2023: 95 · 2022: 118 · 2021: 121 · 2020: 105 · 2019: 87 · 2018: 69 · 2017: 77 · 2016: 51 · 2015: 42 · 2014: 29 · 2013: 37 · 2012: 28
- FWCI
- 17.00
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Cancer Research (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Burroughs Wellcome Fund
- University of Chicago
- National Cancer Institute (P01CA97296, R01 CA90575, R01CA090575, P01CA097296, P30CA044579)
- Topics
- Health Sciences › Medicine › Oncology › Chemokine receptors and signaling
- Health Sciences › Medicine › Oncology › Cancer Immunotherapy and Biomarkers
- Life Sciences › Immunology and Microbiology › Immunology › T-cell and B-cell Immunology
- Keywords
- melanoma metastasis, chemokines, CD8+ T cell recruitment, T cell migration, MCP-1, CCL3, carbon tetrachloride, RANTES, CXCL9, CXCL10, chemokine receptors, tumor immune microenvironment, chemokine blockade, antitumor immunity, melanoma cell lines, xenografts
- MeSH terms
- Cell Movement, Multigene Family, Humans, Melanoma, Gene Expression, CD8-Positive T-Lymphocytes, Chemokines, Protein Array Analysis, Cell Line, Tumor
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