Adaptive immune resistance is a process in which the cancer changes its phenotype in response to a cytotoxic or proinflammatory immune response, thereby evading it. This adaptive process is triggered by the specific recognition of cancer cells by T cells, which leads to the production of immune-activating cytokines. Cancers then hijack mechanisms developed to limit inflammatory and immune responses and protect themselves from the T-cell attack. Inhibiting adaptive immune resistance is the mechanistic basis of responses to PD-1 or PD-L1–blocking antibodies, and may be of relevance for the development of other cancer immunotherapy strategies.

Significance: Several new immunotherapy strategies to treat cancer are based on inhibiting processes through which cancer adapts and evades from an immune response. Recognizing the specific adaptive resistance mechanisms in each case is likely to allow the personalized development of immunotherapies tailored to block how a particular cancer protects itself from the immune system. Cancer Discov; 5(9); 915–9. ©2015 AACR.

Key Concepts and Relevance
  • Adaptive immune resistance is a process through which cancer reactively expresses molecules that actively turn off an otherwise effective antitumor immune response.

  • The antitumor activity of PD-1 blockade therapy is explained by blocking adaptive immune resistance through the expression of PD-L1.

  • Recognizing adaptive immune resistance in baseline biopsies may lead to precision immunotherapy.

There is clear evidence that the human immune system can mount cytotoxic immune responses that can eradicate cancers. This indicates that cancers that grow progressively either are not recognized by the immune system or have developed mechanisms to avoid the immune system. Evidence from mouse models of carcinogen-induced cancers led Schreiber and colleagues to postulate the concept of immunoediting, which explains how an otherwise immunogenic cancer can grow progressively (1–4). The demonstration that nonsilent point mutations (which lead to antigenic neoepitopes) are more frequently lost in cancers compared with silent point mutations (not recognized by T cells) highlights the relevance of the immunoediting process in human cancers (5). Following this logic, it is reasonable to think that some cancers grow progressively because they are no longer immunogenic. However, this cannot explain the progression of all cancers, as the administration of immune-activating cytokines or the release of immune checkpoints such as cytotoxic T-lymphocyte–associated antigen-4 (CTLA-4) or programmed cell death-1 (PD-1) can lead to durable tumor responses in mice and patients (6, 7), indicating that there are T cells still capable of recognizing and killing cancer cells when adequately activated. Therefore, there have to exist mechanisms that limit immune responses to cancer by actively inhibiting the cytotoxic effects of T cells. However, these mechanisms have to be specific for cancer antigens, as there is little evidence that most patients with cancer have a state of systemic immune suppression (patients with cancer do not usually get opportunistic infections), other than at terminal stages when the cancer has overwhelmed many body systems.

The concept of adaptive immune resistance is used to describe a process in which tumor antigen-specific T cells attempt to attack the cancer, but the cancer changes in a reactive fashion to protect itself from this immune attack. It was first used by Drew Pardoll to describe how the production of interferons by T cells upon recognition of their cognate antigen results in the reactive expression of the ligand of PD-1 (PD-L1) by cancer cells and the turning off of PD-1–positive T cells (7). This concept can explain how there can be a state of specific lack of recognition of otherwise immunogenic cancers, while the immune system continues to be able to protect the body from opportunistic infections. In addition to PD-1–PD-L1 interactions, it is possible that adaptive immune resistance can be mediated by several other mechanisms triggered by the recognition of immune-stimulating proteins by cancer cells that then result in protective changes. Evidence is available for adaptive cancer cell changes induced by the exposure to interferons and TNFα as well as other inflammatory cytokines, which are discussed below. The concept of adaptive resistance used here is different from adaptive resistance when used to describe resistance to targeted therapies for cancer. Adaptive immune resistance is a natural process resulting from the cross-talk between immune cells and cancer cells within the tumor microenvironment, whereas adaptive resistance to targeted therapies refers to the bypass signaling that is induced once a constitutive driver oncogene is blocked by treatment with drug.

Interferon-Induced Adaptive Immune Resistance

When tumor antigen-specific T cells recognize their cognate antigen expressed by cancer cells, signaling through the T-cell receptor (TCR) leads to the production of interferons and, at the same time, the expression of activation-induced regulatory receptors, including PD-1 (Fig. 1A). The interferons are aimed at amplifying the immune response and attracting other leukocytes, such as NK cells and macrophages. However, in both mouse models (8, 9) and humans (5), interferons also lead to the expression of a series of interferon-inducible immune suppressive factors, including PD-L1 and indolamine 2,3 dioxygenase (IDO; Fig. 1B; ref. 9). This is an adaptive process that limits immune and inflammatory responses, and cancer uses it to its advantage.

PD-L1 can be constitutively expressed through a series of currently incompletely analyzed oncogenic pathways (10–12), which likely converge in the activation of signal transducers and activators of transcription (STAT) proteins or other interferon receptor downstream effectors, or can be induced in response to both type I and II interferons produced during an active antitumor immune response (13–16). The interferon-inducible expression of PD-L1 seems to be more common than the constitutive expression in most cancer histologies and results in a restricted PD-L1 expression in T cell–rich areas of tumors, in particular at the invasive margin (17, 18). This pattern of expression suggests that PD-L1 is adaptively induced as a consequence of the presence of tumor antigen-specific T cells that recognize the cancer cells, but these cancer cells (or other tumor microenvironment cells) adapt by expressing PD-L1 and turning off the otherwise specific cytotoxic immune response (17). The signaling pathway through which interferon leads to expression of PD-L1 has not been fully characterized, but current evidence suggests that it follows the canonical type II interferon receptor signaling (16). The adaptive expression of PD-L1 has been noted on the surface of cancer cells, myeloid-lineage cells, and other tumor microenvironment stromal cells (18), as well as tumor-infiltrating T cells themselves (19), likely a reflection of the presence of tumor-specific T cells producing interferons that can also trigger PD-L1 expression on T cells. Therefore, the tumor uses the physiologic induction of PD-L1, which normally occurs to protect tissues from infection-induced cytotoxic responses, in order to protect itself from an antitumor immune response (13, 20).

An alternate hypothesis is that any PD-L1 expression by cancer cells, regardless of whether it is inducible or constitutive, results in immune evasion. The high response rate to PD-1 blockade in patients with chemotherapy-refractory Hodgkin disease has been explained by the frequent genetic amplification of chromosome 9, including the locus encoding PD-L1, PD-L2, and the interferon receptor adapter JAK2 (21, 22), which has been termed the PDJ amplicon. Hodgkin disease is notorious for triggering a large lymphocytic infiltrate surrounding the few malignant Reed–Stenberg cells. Therefore, it is possible that the PD-L1 upregulation by gene amplification may also include an adaptive immune resistance mechanism associated with the brisk T-cell infiltrate (23). It is interesting that the same PDJ amplicon has been noted in other cancers (head and neck, lung, cervical, stomach, colon), and when it is present it is positively associated with an immune cytolytic activity signature (5). If these other cancers with the PDJ amplicon also respond to PD-1 blockade therapy, then interferon-inducible expression of PD-L1, reflective of adaptive immune resistance, may not be the only mechanism that explains cancer responses to anti–PD-1 or anti–PD-L1 antibodies.

It has been recognized that some cancers have a signature of T-cell inflammation mediated by interferons that not only leads to the expression of PD-1 and PD-L1, but also to other immune-suppressive factors such as IDO and even the active presence of FOXP3+ regulatory T cells (Treg; refs. 9, 24). The negative feedback through these inhibitory pathways is an adaptive process that follows the T-cell infiltration. Data in mice correctly anticipated that checkpoint inhibition might be preferentially beneficial for patients with a preexisting T cell–inflamed tumor microenvironment (8, 9). As IDO is expressed through the same interferon-inducible mechanism, it is possible that the clinical development of specific IDO inhibitors may be able to follow a similar path where the preexistence of T cells inducing IDO expression could be used to select patients for therapy. Another interferon-inducible checkpoint is the carcinoembryonic antigen cell adhesion molecule-1 (CEACAM1; ref. 25), which has been reported to be a partner of the T-cell immunoglobulin domain and mucin domain-3 (TIM-3) and can be blocked therapeutically using antibodies to result in antitumor activity (26). It is also possible that other interferon-inducible genes that are part of negative immune regulatory loops may be limiting T-cell responses to cancer and could provide novel targets for immunotherapy.

Inflammatory Cytokine-Induced Adaptive Immune Resistance

The production of proinflammatory cytokines by tumor-infiltrating cells can result in changes in the cancer cells that may lead to immune escape. Conclusive evidence of this mechanism has been provided in a mouse model of adoptive cell transfer (ACT) therapy, where the infusion of T cells that specifically recognize a melanoma differentiation antigen, gp100, resulted in transient tumor responses (27). In this model, during the process of cancer cell killing, the tumor-infiltrating cells released the inflammatory cytokine TNFα, which led the melanoma cells to adapt by decreasing expression of gp100 and switching to a less differentiated neural crest phenotype (Fig. 1C). The melanosomal antigen gp100 is a protein from the pigmentation pathway expressed by normal melanocytes and highly expressed by many melanomas. It is a well-recognized tumor rejection antigen shared by melanomas (28, 29). As with interferon-induced PD-L1 adaptive expression, the exact signaling pathway from TNFα to decreased melanosomal antigen expression has also not been fully characterized. Gp100 is not required for the cancer phenotype, so adaptation by decreasing the expression of this and other lineage-specific immunogenic proteins may be a mechanism of immune evasion. In this model, TNFα produced by tumor-specific T cells triggered a process of dedifferentiation of melanoma cells moving back through their embryologic development path arising from the neural crest, evidenced by the expression of the nerve growth factor receptor (NGFR, also known as CD271), while losing the expression of several melanosomal antigens (30).

Phenotype switching from a differentiated melanosomal state to a more undifferentiated state by melanoma cells can be induced not only by inflammatory cytokines but also by other stress-related changes (31, 32). This process is akin to epithelial-to-mesenchymal (EMT) transition in epithelial cancers (33), where cells switch from a more-differentiated and proliferative state to a less-differentiated and invasive state, allowing the process of metastasis (34, 35). It is possible that a similar process may mediate the neuroendocrine differentiation of several cancers, such as lung and prostate, and may be related to immune escape. The EMT dedifferentiation changes in several cancers have been related to inflammatory cytokines, such as TNFα, IL6, and TGFβ, produced by an antitumor immune response (27, 36, 37). Therefore, it is likely that adaptive immune resistance induced by inflammatory cytokines may be an immune escape and even a cancer-promoting mechanism in several cancers (38).

The recognition of the specific mechanism through which cancer adapts to evade an antitumor immune response may lead to rational immuno-oncology drug development and personalized cancer immunotherapy. Based on the detection of an ongoing adaptive immune resistance, cancers may be classified into two main groups, the ones that have active intratumoral immune responses blocked by adaptive immune resistance and the ones lacking intratumoral T cells (Fig. 2). If there is a sufficient density of T cells in tumors, in particular at the invasive margin, these are likely turned off by inducing adaptive immune resistance, and PD-1–PD-L1 may be dominant in this setting at least in some cancer histologies (17, 18, 39). If T cells have not made it into the tumor, then it may be envisioned that combination with another immunotherapy able to bring T cells into tumors would be a rational choice, such as the successful clinical development of anti–CTLA-4 combined with anti–PD-1 therapy (40, 41). CTLA-4 blockade has a preferential effect in the activation step of an antitumor immune response, broadening the diversity of the immune response and bringing T cells into peripheral tissues in mouse models and in humans (6, 42–44). Other potential approaches include means to change the tumor microenvironment by direct injection of interferon-inducing molecules such as Toll-like receptor (TLR) agonists or oncolytic viruses, blocking T cell–excluding proteins such as IDO or arginase, or inhibiting immune-suppressive cells such as Tregs or macrophages. In the remaining cases, there may not be T cells capable of differentially recognizing tumor antigens, so there would be no hope in unleashing an endogenous antitumor immune response. For these patients, immunotherapy would require creating an immune response by gene-engineered ACT using TCR or chimeric antigen receptors (CAR). Therefore, analysis of baseline tumor biopsies to detect adaptive immune resistance may guide treatment of cancer in the future (45).

Adaptive immune resistance may be a generalized phenomenon by which cancer cells evade otherwise functional tumor-specific T-cell responses and foster the cancer's progressive growth. It gives the advantage to the cancer to be able to specifically escape from T cells while the host's immune system continues to function correctly for any other antigens. Recognizing this process has allowed the successful clinical development of checkpoint inhibitors, such as anti–PD-1 and anti–PD-L1 antibodies (44, 46), where intratumoral preexisting T cells specific for the cancer are actively turned off by adaptive immune resistance, and therapeutic blocking antibodies to PD-1 or PD-L1 could reverse this situation (18, 19). Identifying similar processes that lead to the expression of other immune checkpoints, or immune-suppressive factors through which cancers protect themselves from an active T-cell cytotoxic response, may lead to the rational and personalized development of additional cancer immunotherapies. Furthermore, therapeutic interventions with small-molecule inhibitors or cytokine-blocking antibodies aimed at inhibiting cancer phenotype switching, dedifferentiation, and EMT may be rationally combined with immunotherapies for cancer. Clinical decision-making may be guided by the detailed analysis of how the immune system is interacting with cancers in tumor biopsies, which would allow defining whether there is an ongoing adaptive process limiting an immune response or if this is absent within the tumor.

A. Ribas has ownership interest in Compugen and Kite Pharma.

A. Ribas is funded by NIH grants R35CA197633, P01 CA168585, U54 CA119347, and R01 CA170689; the Ressler Family Fund, the Grimaldi Family Fund; the Dr. Robert Vigen Memorial Fund; and Stand Up To Cancer—Cancer Research Institute (SU2C-CRI) Cancer Immunology Dream Team Translational Research Grant (SU2C-AACR-DT1012). Stand Up To Cancer is a program of the Entertainment Industry Foundation administered by the American Association for Cancer Research (AACR).

1.
Schreiber
RD
,
Old
LJ
,
Smyth
MJ
. 
Cancer immunoediting: integrating immunity's roles in cancer suppression and promotion
.
Science
2011
;
331
:
1565
70
.
2.
Matsushita
H
,
Vesely
MD
,
Koboldt
DC
,
Rickert
CG
,
Uppaluri
R
,
Magrini
VJ
, et al
Cancer exome analysis reveals a T-cell-dependent mechanism of cancer immunoediting
.
Nature
2012
;
482
:
400
4
.
3.
Dunn
GP
,
Old
LJ
,
Schreiber
RD
. 
The three Es of cancer immunoediting
.
Annu Rev Immunol
2004
;
22
:
329
60
.
4.
Shankaran
V
,
Ikeda
H
,
Bruce
AT
,
White
JM
,
Swanson
PE
,
Old
LJ
, et al
IFNgamma and lymphocytes prevent primary tumour development and shape tumour immunogenicity
.
Nature
2001
;
410
:
1107
11
.
5.
Rooney
MS
,
Shukla
SA
,
Wu
CJ
,
Getz
G
,
Hacohen
N
. 
Molecular and genetic properties of tumors associated with local immune cytolytic activity
.
Cell
2015
;
160
:
48
61
.
6.
Chambers
CA
,
Kuhns
MS
,
Egen
JG
,
Allison
JP
. 
CTLA-4-mediated inhibition in regulation of T cell responses: mechanisms and manipulation in tumor immunotherapy
.
Annu Rev Immunol
2001
;
19
:
565
94
.
7.
Pardoll
DM
. 
The blockade of immune checkpoints in cancer immunotherapy
.
Nat Rev Cancer
2012
;
12
:
252
64
.
8.
Bald
T
,
Landsberg
J
,
Lopez-Ramos
D
,
Renn
M
,
Glodde
N
,
Jansen
P
, et al
Immune cell-poor melanomas benefit from PD-1 blockade after targeted type I IFN activation
.
Cancer Discov
2014
;
4
:
674
87
.
9.
Spranger
S
,
Spaapen
RM
,
Zha
Y
,
Williams
J
,
Meng
Y
,
Ha
TT
, et al
Up-regulation of PD-L1, IDO, and T(regs) in the melanoma tumor microenvironment is driven by CD8(+) T cells
.
Sci Transl Med
2013
;
5
:
200ra116
.
10.
Parsa
AT
,
Waldron
JS
,
Panner
A
,
Crane
CA
,
Parney
IF
,
Barry
JJ
, et al
Loss of tumor suppressor PTEN function increases B7-H1 expression and immunoresistance in glioma
.
Nat Med
2007
;
13
:
84
8
.
11.
Atefi
M
,
Avramis
E
,
Lassen
A
,
Wong
DJ
,
Robert
L
,
Foulad
D
, et al
Effects of MAPK and PI3K pathways on PD-L1 expression in melanoma
.
Clin Cancer Res
2014
;
20
:
3446
57
.
12.
Akbay
EA
,
Koyama
S
,
Carretero
J
,
Altabef
A
,
Tchaicha
JH
,
Christensen
CL
, et al
Activation of the PD-1 pathway contributes to immune escape in EGFR-driven lung tumors
.
Cancer Discov
2013
;
3
:
1355
63
.
13.
Liang
SC
,
Latchman
YE
,
Buhlmann
JE
,
Tomczak
MF
,
Horwitz
BH
,
Freeman
GJ
, et al
Regulation of PD-1, PD-L1, and PD-L2 expression during normal and autoimmune responses
.
Eur J Immunol
2003
;
33
:
2706
16
.
14.
Blank
C
,
Brown
I
,
Peterson
AC
,
Spiotto
M
,
Iwai
Y
,
Honjo
T
, et al
PD-L1/B7H-1 inhibits the effector phase of tumor rejection by T cell receptor (TCR) transgenic CD8+ T cells
.
Cancer Res
2004
;
64
:
1140
5
.
15.
Loke
P
,
Allison
JP
. 
PD-L1 and PD-L2 are differentially regulated by Th1 and Th2 cells
.
Proc Natl Acad Sci U S A
2003
;
100
:
5336
41
.
16.
Lee
SJ
,
Jang
BC
,
Lee
SW
,
Yang
YI
,
Suh
SI
,
Park
YM
, et al
Interferon regulatory factor-1 is prerequisite to the constitutive expression and IFN-gamma-induced upregulation of B7-H1 (CD274)
.
FEBS Lett
2006
;
580
:
755
62
.
17.
Taube
JM
,
Anders
RA
,
Young
GD
,
Xu
H
,
Sharma
R
,
McMiller
TL
, et al
Colocalization of inflammatory response with B7-h1 expression in human melanocytic lesions supports an adaptive resistance mechanism of immune escape
.
Sci Transl Med
2012
;
4
:
127ra37
.
18.
Tumeh
PC
,
Harview
CL
,
Yearley
JH
,
Shintaku
IP
,
Taylor
EJ
,
Robert
L
, et al
PD-1 blockade induces responses by inhibiting adaptive immune resistance
.
Nature
2014
;
515
:
568
71
.
19.
Herbst
RS
,
Soria
JC
,
Kowanetz
M
,
Fine
GD
,
Hamid
O
,
Gordon
MS
, et al
Predictive correlates of response to the anti-PD-L1 antibody MPDL3280A in cancer patients
.
Nature
2014
;
515
:
563
7
.
20.
Kim
J
,
Myers
AC
,
Chen
L
,
Pardoll
DM
,
Truong-Tran
QA
,
Lane
AP
, et al
Constitutive and inducible expression of b7 family of ligands by human airway epithelial cells
.
Am J Respir Cell Mol Biol
2005
;
33
:
280
9
.
21.
Ansell
SM
,
Lesokhin
AM
,
Borrello
I
,
Halwani
A
,
Scott
EC
,
Gutierrez
M
, et al
PD-1 blockade with nivolumab in relapsed or refractory Hodgkin's lymphoma
.
N Engl J Med
2015
;
372
:
311
9
.
22.
Green
MR
,
Monti
S
,
Rodig
SJ
,
Juszczynski
P
,
Currie
T
,
O'Donnell
E
, et al
Integrative analysis reveals selective 9p24.1 amplification, increased PD-1 ligand expression, and further induction via JAK2 in nodular sclerosing Hodgkin lymphoma and primary mediastinal large B-cell lymphoma
.
Blood
2010
;
116
:
3268
77
.
23.
Juszczynski
P
,
Ouyang
J
,
Monti
S
,
Rodig
SJ
,
Takeyama
K
,
Abramson
J
, et al
The AP1-dependent secretion of galectin-1 by Reed Sternberg cells fosters immune privilege in classical Hodgkin lymphoma
.
Proc Natl Acad Sci U S A
2007
;
104
:
13134
9
.
24.
Gajewski
TF
,
Louahed
J
,
Brichard
VG
. 
Gene signature in melanoma associated with clinical activity: a potential clue to unlock cancer immunotherapy
.
Cancer J
2010
;
16
:
399
403
.
25.
Markel
G
,
Seidman
R
,
Cohen
Y
,
Besser
MJ
,
Sinai
TC
,
Treves
AJ
, et al
Dynamic expression of protective CEACAM1 on melanoma cells during specific immune attack
.
Immunology
2009
;
126
:
186
200
.
26.
Huang
YH
,
Zhu
C
,
Kondo
Y
,
Anderson
AC
,
Gandhi
A
,
Russell
A
, et al
CEACAM1 regulates TIM-3-mediated tolerance and exhaustion
.
Nature
2015
;
517
:
386
90
.
27.
Landsberg
J
,
Kohlmeyer
J
,
Renn
M
,
Bald
T
,
Rogava
M
,
Cron
M
, et al
Melanomas resist T-cell therapy through inflammation-induced reversible dedifferentiation
.
Nature
2012
;
490
:
412
6
.
28.
Bakker
AB
,
Schreurs
MW
,
de Boer
AJ
,
Kawakami
Y
,
Rosenberg
SA
,
Adema
GJ
, et al
Melanocyte lineage-specific antigen gp100 is recognized by melanoma-derived tumor-infiltrating lymphocytes
.
J Exp Med
1994
;
179
:
1005
9
.
29.
Johnson
LA
,
Morgan
RA
,
Dudley
ME
,
Cassard
L
,
Yang
JC
,
Hughes
MS
, et al
Gene therapy with human and mouse T-cell receptors mediates cancer regression and targets normal tissues expressing cognate antigen
.
Blood
2009
;
114
:
535
46
.
30.
Ribas
A
,
Tumeh
PC
. 
Cancer therapy: tumours switch to resist
.
Nature
2012
;
490
:
347
8
.
31.
Holzel
M
,
Bovier
A
,
Tuting
T
. 
Plasticity of tumour and immune cells: a source of heterogeneity and a cause for therapy resistance?
Nat Rev Cancer
2013
;
13
:
365
76
.
32.
Hoek
KS
,
Eichhoff
OM
,
Schlegel
NC
,
Dobbeling
U
,
Kobert
N
,
Schaerer
L
, et al
In vivo switching of human melanoma cells between proliferative and invasive states
.
Cancer Res
2008
;
68
:
650
6
.
33.
Li
FZ
,
Dhillon
AS
,
Anderson
RL
,
McArthur
G
,
Ferrao
PT
. 
Phenotype switching in melanoma: implications for progression and therapy
.
Front Oncol
2015
;
5
:
31
.
34.
Kalluri
R
,
Weinberg
RA
. 
The basics of epithelial-mesenchymal transition
.
J Clin Invest
2009
;
119
:
1420
8
.
35.
Schwitalla
S
,
Fingerle
AA
,
Cammareri
P
,
Nebelsiek
T
,
Goktuna
SI
,
Ziegler
PK
, et al
Intestinal tumorigenesis initiated by dedifferentiation and acquisition of stem-cell-like properties
.
Cell
2013
;
152
:
25
38
.
36.
Knutson
KL
,
Lu
H
,
Stone
B
,
Reiman
JM
,
Behrens
MD
,
Prosperi
CM
, et al
Immunoediting of cancers may lead to epithelial to mesenchymal transition
.
J Immunol
2006
;
177
:
1526
33
.
37.
Santisteban
M
,
Reiman
JM
,
Asiedu
MK
,
Behrens
MD
,
Nassar
A
,
Kalli
KR
, et al
Immune-induced epithelial to mesenchymal transition in vivo generates breast cancer stem cells
.
Cancer Res
2009
;
69
:
2887
95
.
38.
Coussens
LM
,
Werb
Z
. 
Inflammation and cancer
.
Nature
2002
;
420
:
860
7
.
39.
Teng
MW
,
Ngiow
SF
,
Ribas
A
,
Smyth
MJ
. 
Classifying cancers based on T-cell infiltration and PD-L1
.
Cancer Res
2015
;
75
:
2139
45
.
40.
Larkin
J
,
Chiarion-Sileni
V
,
Gonzalez
R
,
Grob
JJ
,
Cowey
CL
,
Lao
CD
, et al
Combined nivolumab and ipilimumab or monotherapy in untreated melanoma
.
N Engl J Med
2015
;
373
:
23
34
.
41.
Postow
MA
,
Chesney
J
,
Pavlick
AC
,
Robert
C
,
Grossmann
K
,
McDermott
D
, et al
Nivolumab and ipilimumab versus ipilimumab in untreated melanoma
.
N Engl J Med
2015
;
372
:
2006
17
.
42.
Huang
RR
,
Jalil
J
,
Economou
JS
,
Chmielowski
B
,
Koya
RC
,
Mok
S
, et al
CTLA4 blockade induces frequent tumor infiltration by activated lymphocytes regardless of clinical responses in humans
.
Clin Cancer Res
2011
;
17
:
4101
9
.
43.
Schneider
H
,
Downey
J
,
Smith
A
,
Zinselmeyer
BH
,
Rush
C
,
Brewer
JM
, et al
Reversal of the TCR stop signal by CTLA-4
.
Science
2006
;
313
:
1972
5
.
44.
Robert
C
,
Schachter
J
,
Long
GV
,
Arance
A
,
Grob
JJ
,
Mortier
L
, et al
Pembrolizumab versus Ipilimumab in Advanced Melanoma
.
N Engl J Med
2015
;
372
:
2521
32
.
45.
Ribas
A
,
Tumeh
PC
. 
The future of cancer therapy: selecting patients likely to respond to PD1/L1 blockade
.
Clin Cancer Res
2014
;
20
:
4982
4
.
46.
Robert
C
,
Long
GV
,
Brady
B
,
Dutriaux
C
,
Maio
M
,
Mortier
L
, et al
Nivolumab in previously untreated melanoma without BRAF mutation
.
N Engl J Med
2015
;
372
:
320
30
.