Research Article
Long-term Survival and Clinical Benefit from
Adoptive T-cell Transfer in Stage IV Melanoma
Patients Is Determined by a Four-Parameter
Tumor Immune Signature
Sara M. Melief
1
,Valeria V.Visconti
1
, Marten Visser
1
, Merel van Diepen
2
, Ellen H.W. Kapiteijn
1
,
Joost H. van den Berg
3
, John B.A.G. Haanen
3
, Vincent T.H.B.M. Smit
4
, Jan Oosting
5
,
Sjoerd H. van der Burg
1
, and Els M.E. Verdegaal
1
Abstract
The presence of tumor-infiltrating immune cells is associated
with longer survival and a better response to immunotherapy in
early-stage melanoma, but a comprehensive study of the in situ
immune microenvironment in stage IV melanoma has not been
performed. We investigated the combined influence of a series of
immune factors on survival and response to adoptive cell transfer
(ACT) in stage IV melanoma patients. Metastases of 73 stage IV
melanoma patients, 17 of which were treated with ACT, were
studied with respect to the number and functional phenotype of
lymphocytes and myeloid cells as well as for expression of
galectins-1, -3, and -9. Single factors associated with better survival
were identified using Kaplan–Meier curves and multivariate Cox
regression analyses, and those factors were used for interac-
tion analyses. The results were validated using The Cancer
Genome Atlas database. We identified four parameters that
were associated with a better survival: CD8
þ
T cells, galectin-
9
þ
dendritic cells (DC)/DC-like macrophages, a high M1/M2
macrophage ratio, and the expression of galectin-3 by tumor
cells. The presence of at least three of these parameters formed
an independent positive prognostic factor for long-term sur-
vival. Patients displaying this four-parameter signature were
found exclusively among patients responding to ACT and
were the ones with sustained clinical benefit. Cancer Immunol
Res; 5(2); 170–9. Ó2017 AACR.
Introduction
Melanoma is the most aggressive form of skin cancer and has
long been recognized as a highly immunogenic tumor and a good
target for immunotherapy (1). In different types of cancer, includ-
ing melanoma, the presence of type I cytokine–oriented tumor-
infiltrating lymphocytes (TIL) has been associated with improved
survival (2). Indeed, a strong ongoing immune response was
linked to spontaneous regression in about half of the primary
melanomas (3) and longer survival of patients with stage I–III
primary and regionally metastasized melanoma (4–6). More
recently, a large study in patients with stage IV (distant metastases)
melanoma revealed that even at this stage, intratumoral T-cell
content was associated with improved survival (7). However, the
predictive value for survival was not so strong, indicating that
other immune-related factors previously studied in primary mel-
anoma may also play a role (8–12); this involvement of other
immune parameters was also suggested by studies at the gene
expression level (13, 14). In parallel, studies showing that a strong
intratumoral T-cell infiltrate fosters a better response to PD-1
checkpoint therapy (15) and autologous tumor cell vaccination
(11), but also that intratumoral macrophages can hamper CTLA-4
checkpoint therapy (16), suggest that the tumor's immune con-
texture may also influence the response to immunotherapy.
In this study, we have expanded on earlier studies (4, 7) by
assessing the influence of a series of immune factors in the
metastatic tumor microenvironment in a large group of stage IV
melanoma patients with up to 10 years of follow-up since metas-
tasis. We identified four parameters, each of which was associated
with better survival. These parameters comprised CD8 T cells, the
presence of galectin-9
þ
dendritic cells (DC)/DC-like macro-
phages, a higher M1/M2 macrophage ratio, and galectin-3 expres-
sion by tumor cells. The presence of at least three parameters was
an independent prognostic factor for survival, which was validat-
ed by analysis of these parameters in stage IV melanoma patients
in The Cancer Genome Atlas (TCGA) database. Furthermore, with
the introduction of targeted therapies and checkpoint inhibitors,
adoptive cell transfer (ACT) has mostly become a salvage therapy
(17) for treatment of stage IV melanoma patients. Analysis of the
predictive value of this signature for the response to ACT revealed
that the pretreatment tumors of patients without clinical benefit
1
Department of Clinical Oncology, Leiden University Medical Center, Leiden, the
Netherlands.
2
Department of Clinical Epidemiology, Leiden University Medical
Center, Leiden, the Netherlands.
3
Division of Immunology, The Netherlands
Cancer Institute, Amsterdam, the Netherlands.
4
Department of Pathology,
Leiden University Medical Center, Leiden, the Netherlands.
5
Bioinformatics
Center of Expertise, Leiden University Medical Center, Leiden, the Netherlands.
Note: Supplementary data for this article are available at Cancer Immunology
Research Online (http://cancerimmunolres.aacrjournals.org/).
Corresponding Author: Els M.E. Verdegaal, Department of Clinical Oncology,
Leiden University Medical Center, P.O. Box 9600, Leiden 2300 RC, the Nether-
lands. Phone: 317-1526-3464; Fax: 317-1526-6760; E-mail: e.verdegaal@lumc.nl
doi: 10.1158/2326-6066.CIR-16-0288
Ó2017 American Association for Cancer Research.
Cancer
Immunology
Research
Cancer Immunol Res; 5(2) February 2017 170
on June 18, 2020. © 2017 American Association for Cancer Research. cancerimmunolres.aacrjournals.org Downloaded from
Published OnlineFirst January 10, 2017; DOI: 10.1158/2326-6066.CIR-16-0288