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Scientific Annual Report 2016
Netherlands Cancer Institute 
Plesmanlaan 121
1066 CX  Amsterdam
The Netherlands
www.nki.nl
Contents
2 Introduction  12 Board members
Director of Research
26 Group leaders
 16  Neil Aaronson  54  Jacqueline Jacobs  92  Arnoud Sonnenberg
 18   Reuven Agami  56  Kees Jalink  94  Hein te Riele
 20  Roderick Beijersbergen  58  Jos Jonkers  96  Uulke van der Heide
 22  Jos Beijnen  60  Pia Kvistborg  98  Michiel van der Heijden
 26  André Bergman  62  Sabine Linn  100  Lonneke van der Poll
 28  René Bernards  64  Rene Medema  102  Wim van Harten
 30  Anton Berns  66  Gerrit Meijer  104   Flora van Leeuwen
 32  Christian Blank  68  Wouter Moolenaar     en Matti Rookus
 34  Eveline Bleiker  70  Daniel Peeper  108  Fred van Leeuwen
 36  Jannie Borst  72  Anastassis Perrakis  110  Maarten van Lohuizen
 38  Piet Borst  74  Sven Rottenberg  112  Bas van Steensel
 40  Thijn Brummelkamp  76  Sanne Schagen  114  Marcel Verheij
 42  Karin de Visser  78  Jan Schellens  116  Emile Voest
 44  Elzo de Wit  82  Alfred Schinkel  118  Jelle Wesseling
 46   John Haanen  84  Marjanka Schmidt  120  Lodewyk Wessels
 48  Michael Hauptmann  86  Ton Schumacher  122  Lotje Zuur
 50  Metello Innocenti  88   Titia Sixma  124  Wilbert Zwart
 52  Heinz Jacobs  90  Jan-Jakob Sonke
128 Division of  154 Division of  168 Division of
Diagnostic Oncology Medical Oncology Radiation Oncology
188 Division of  204 Biometrics  212 Research 
Surgical Oncology Department facilities
214 Education in  220 Clinical  246 Invited 
oncology trials  speakers
248 Research  268 Personnel 
projects index
Scientific Annual Report 2016
Introduction
I am pleased to present our Scientific Annual Report that contains an overview of 
Director of Research
the scientific achievements of the Netherlands Cancer Institute in 2016. More 
René Medema
background information on our research programs and principle investigators can 
be found on our website (www.nki.nl) or in our Scientific Brochure that is available 
for download on our website.
The Netherlands Cancer Institute is a Comprehensive Cancer Center, and the only Dutch 
center to officially carry this title. We combine a dedicated cancer hospital and cancer 
research institute in a single organization. Our hospital currently has 205 beds, 12 state 
of the art operation theatres, an outpatient clinic with more than 100.000 visits a year, 
a large radiotherapy department and an extensive infrastructure for clinical research 
that includes clinical data management and a large array of diagnostic facilities. Over 
the years, the hospital has built a large repository of patient data and a large collection 
of tumor and normal tissues. Our clinical research spans across medical, surgical and 
diagnostic oncology, radiotherapy, pharmacology, epidemiology, psychosocial oncology 
and research into cost effectiveness of health care and efficiency of planning and 
organization. Our hospital has seen steady growth in patient numbers over the last 
years, with an average annual growth of 5%.
To accommodate this growth, we have in recent years been expanding. Our building 
activities have increased the capacity of our outpatient clinic and intensive care, 
as well as the number of operation rooms. In 2016, our new Pathology wing was 
finalized. It contains brand new laboratories to accommodate our rapidly expanding 
pathology facilities. The construction of the building that will house our new Center for 
Survivorship and Supportive Care was also finalized in 2016. It will become operational 
during the course of 2017. To continue to accommodate our growth, we will need to plan 
additional expansions of our clinical capacity. We foresee that new building activities (in 
addition to the ones that are currently ongoing) will be required from 2018 onwards. 
One of the biggest changes that took place in 2016 was that Marien van der Meer took 
the place of Wim van Harten as our new financial director. Wim van Harten left our 
institute at the end of 2015, after serving in our Board of Directors for almost 15 years. 
I am confident that in Marien van der Meer we have found a worthy successor.
We managed to end 2016 with a profit for the hospital. But the sustained growth in 
numbers of patients that come to our hospital continues to put a strain on our system. 
Our excellent reputation is attracting more patients than we can possibly treat due to 
limitations in physical space and personnel. This, combined with tighter budgets from 
health insurance companies, are putting an increasing strain on all of our activities. Our 
clinical research program suffers from the limited time that clinicians can dedicate to 
research. Thus, an important challenge for our institute will be to allocate sufficient time 
to our clinician researchers to be able to continue to develop better treatments and 
provide the evidence that is necessary to make these new treatment options available 
to patients throughout the Netherlands. We continue to see a growth in the number of 
clinical studies in our Institute that are based on research performed at the NKI (tables 
2 and 3). We want to continue to support this important development, essential for the 
improvement of cancer therapies, but this will require additional funding capacity. 
In 2016, we made additional investments in three of our research themes, molecular 
oncology, immunotherapy and Image-guided interventions, but maintaining an 
international competitive program requires continuous investments in infrastructure, 
and it is challenging for us to find sufficient funding for this. Also, we run many projects 
that produce very large datasets, but the long-term maintenance of these valuable 
resources requires extensive management and storage costs. These challenges become 
ever more difficult for us to overcome due to the fact that our research program is in 
2
the largest part financed from project (short-term) funding. We are very thankful to 
the Dutch Ministry of Health, Welfare and Sport and to the Dutch Cancer Society (KWF 
Kankerbestrijding) for their generous institutional funding (table 1). However, our 
funding ratio has steadily shifted towards external grants, donations and short-term 
research agreements with third parties. Currently ~65% of our total research budget 
comes from such sources, making it challenging to maintain sufficient manpower in 
the underlying infrastructure. 
HIGHLIGHTS
It is impossible to provide a complete overview of the total impact generated by our 
institute in 2016 in this introduction. Many of the highlights can be found in reports of 
the individual group leaders further on in this annual report and on our website. I have 
chosen to mention a few highlights of our 5 research themes here. 
Molecular Oncology
The lab of Reuven Agami developed a technique to detect metabolic vulnerabilities of 
tumors, called DIRICORE. Postdoc Fabricio Loayza-Puch was one of the main inventors 
of this new technique, and was awarded with the AVL prize for his groundbreaking work. 
DIRICORE could lead to a whole new approach of fighting cancer based on exploiting 
the specific amino acid requirements of individual tumors. Joris van Arensbergen and 
colleagues in the lab of Bas van Steensel developed an ultra-high throughput method 
to assay the transcriptional activity of more than 100 million DNA fragments in a single 
experiment. This new approach will help to unravel how gene expression is controlled in 
different cell types and in response to various signals.
In the department of Cell Biology, Wouter Molenaar’s group found that the 
glycerophosphodiesterase GDE2 promotes neuroblastoma differentiation and is a 
marker of the clinical outcome. An important discovery, because little is still known 
about this type of childhood cancer. Femke Feringa, together with other members of 
my lab, showed that the cellular response to DNA damage is dramatically different in 
cells that are about to undergo cell division. Her work demonstrated that the capacity 
to recover from a DNA damaging insult is lost as cells progress through the division 
cycle. This discovery could help to improve the efficacy of DNA damaging therapies. 
TABLE 1
CORE RESEARCH FUNDING THE NETHERLANDS CANCER INSTITUTE - ANTONI VAN LEEUWENHOEK HOSPITAL 
BY THE DUTCH CANCER SOCIETY AND THE MINISTRY OF HEALTH, WELFARE AND SPORT IN THE PERIOD 
2005 – 2016 IN MILLION EUROS.
30 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016
25
20
15
10
5
0
  DUTCH CANCER SOCIETY
  MINISTRY OF HEALTH, WELFARE & SPORT*
  TOTAL
*  EXCLUDED ARE THE REIMBURSEMENT FOR INTEREST 
AND DEPRECIATION OF BUILDINGS
3
TABLE 2
THERAPEUTIC CONCEPTS THAT ARE THE PRODUCT OF FUNDAMENTAL AND TRANSLATIONAL RESEARCH 
PERFORMED AT THE NETHERLANDS CANCER INSTITUTE, AND CURRENTLY IN CLINICAL DEVELOPMENT IN 
OUR INSTITUTE
REFERENCE  CLINICALTRIALS. AVL CODE NOVEL TREATMENT TUMOR TYPE
NUMBER** GOV
1 NCT01719380 M12LGX EGFRi + BRAFi ± PI3Ki Mutant BRaf Colorectal Cancer 
1 NCT01750918 M13DPT EGFRi + BRAFi ± MEKi Mutant BRaf Colorectal Cancer 
2 NCT02039336 M13DAP Pan-HERi + MEKi Mutant KRas Colorectal Cancer 
2 NCT02230553 M14LTK Pan-HERi + MEKi Mutant KRas Colorectal Cancer 
3-5 Registration M14REV Carboplatin + PARPi Advanced Breast Cancer with 
pending BRCA mutation
6,7 NCT02285179 M14POS Tamoxifen + PI3Ki ER/PR+ and HER2- Breast Cancer
8-10 NCT01057069 M09TNM Neo-adjuvant Chemo Triple-Negative Breast Cancer
8-15 NCT01898117 M13TNB Paclitaxel ± VEGFi BRCA1-like Breast Cancer
16,17 NTC02278887 M14TIL TIL vs. Ipilimumab Metastatic Melanoma
18-20 NCT00407186 M06CRI Chemoradiotherapy + surgery Resectable Gastric Cancer
21 NCT02229656 N13ORH Radiotherapy + PARPi Laryngeal and HPV-Negative 
Oropharyngeal SCC
21 NCT01562210 N11ORL Radiotherapy ± Cisplatin +  Locally Advanced NSCLC
PARPi
21 NCT02227082 N13ORB Radiotherapy + PARPi Locally Advanced Triple-Negative 
Breast Cancer
22 NCT01504815 M11ART Cisplatin + Adaptive High Dose  Locally Advanced Oropharynx, Oral 
Radiotherapy Cavity or Hypopharynx SCC
23 *NCT01024829 M09PBO FDG-PET-based Boosting RT Inoperable NSCLC
24 NCT01780675 M12PHA Hippocampus Avoidance PCI  SCLC
25 NCT01933568 N12HYB Combined Stereotactic and  Stage II-III NSCLC
Conventional Fractionated RT
26 *NCT01543672 M11VOL MLD-based SBRT Inoperable + Peripheral NSCLC
27 NCT01024582 M08PBI Partial Accelerated  Early Stage Operable Breast 
Preoperative Irradiation Cancer
28,29 NCT00582244 P07CB Cognitive Behavioral Therapy &  Breast Cancer
Physical exercise
30 NCT00783822 P08TIM Rapid Genetics BRCA mutant Breast Cancer
31,32 NCT015622431 P11SIG Problem checklist Breast & Colon Cancer
REFERENCE  NTR CODE AVL CODE NOVEL TREATMENT TUMOR TYPE
NUMBER
33 *NTR4607 N14HPV DNA vaccination HPV16+ Vulvar Neoplasia 
34 NTR3539 M11TCR MART-1 TCR gene therapy Metastatic Melanoma
35 NTR2159 P09PHY Physical Exercise Breast & Colon Cancer
37 M15CRI Preoperative chemo vs  Resectable gastric cancer
chemoradiotherapy vs chemo 
+ chemoradiotherapy
38 M15PAP Pre- vs postoperative  Early stage breast cancer
accelerated partial breast 
irradiation
39 M16HFL Hypofractionated focal  Prostate cancer
ablative radiotherapy
*   THERAPEUTIC CONCEPT NOT SOLELY, BUT PRIMARILY DEVELOPED AT THE NETHERLANDS CANCER INSTITUTE
**  SEE REFERENCE ON THE NEXT PAGE
4
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inhibition through feedback activation  comparative genomic hybridization:  prophylactic cranial irradiation for lung  a memory stem/central memory 
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5
The group of Heinz Jacobs demonstrated that open chromatin configuration is a 
primary risk-determinant for chromosome translocations. Thomas van Ravesteyn, 
Marleen Dekker and Hellen Houlleberghs from the Te Riele group developed a method 
for high-throughput oligonucleotide-directed mutation screening (ODMS) which will be 
very useful to distinguish mutants of DNA mismatch repair genes that are of clinical 
significance versus others that are not.
Michela Serresi and colleagues (Van Lohuizen group) demonstrated that loss of the 
Polycomb repressor complex2 (PRC2) can promote inflammation and reduce tumor 
growth in KRAS-driven non-small cell lung cancer that have retained wildtype p53, while 
it promotes a switch to a highly aggressive mutinous adenocarcinoma via an epithelial-
mesenchymal transition (EMT) in this tumor type when p53 is mutated.
Willem-Jan Keune from the lab of Anastassis Perrakis has discovered the function of 
the elusive ‘tunnel’ structure in autotaxin, an enzyme that is involved in numerous cell 
signaling processes, including cell proliferation and cell migration. It turns out that 
certain natural steroids can bind inside this tunnel and thus inhibit the function of 
the enzyme. It was the first time a natural regulator for the activity of autotaxin was 
discovered. The discovery provides a molecular explanation for the therapeutic effect 
of bile salt based drugs, but also  has several other potential clinical implications.
Jacqueline Staring, a member of the laboratory of Thijn Brummelkamp, has discovered 
that once picornaviruses are attached to the cell a single human host cell protein 
assists their further entry. The discovery of this common host factor, the lipid-modifying 
enzyme PLA2G16, offers promise for future antiviral therapies against this large 
family of viruses, that cause diseases such as polio, infections of the heart, meningitis, 
hepatitis and the common cold. Brummelkamp’s lab previously discovered that the Ebola 
and Lassa viruses also rely on a two-step mechanism to infect cells, including a receptor 
on the cell surface as well as one inside of the cell.
Personalized treatment
In 2016, the final conclusions of the MINDACT study were published. In this large-scale, 
long-term European study, the reliability of the 70-gene signature test for breast 
cancer patients (also known as the MammaPrint) was evaluated. The MammaPrint was 
invented around a decade ago by NKI researchers Laura van ‘t Veer and René Bernards. 
It can classify hormone-sensitive early stage breast tumors as ‘low risk’ or ‘high risk’ 
when it comes to the possibility of developing metastases. MINDACT has provided 
the highest level of clinical evidence of the test’s reliability. This means it can safely 
and reliably be used in the clinic to determine which women with breast cancer need 
additional chemotherapy and which do not, an issue that is relevant for as much as 2000 
women per year in the Netherlands alone.
Loredana Vecchione and Valentina Gambino from the group of René Bernards showed 
that a subset of colon cancers is exquisitely sensitive to the microtubule poison 
vinorelbin. They showed that this subset has a characteristic gene signature, also 
known as “B-Raf”-like tumors, implying that vinorelbin is a potential tailored treatment 
for B-Raf-like colon cancers. 
The lab of Jan Schellens published the results of a clinical trial that shows how a new 
type of anti-cancer drug, currently known by the name AZD1775, can enhance the effect 
of existing chemotherapeutic drugs. It shuts down the G2 phase of cell division, so DNA 
damage that is induced by the chemotherapeutics cannot be repaired. Of 23 women with 
advanced ovarian cancer who at first did not respond to classic chemotherapeutics 
and whose tumors harbored a p53 mutation, 43% had benefit from the combination of 
chemotherapy with AZD1775. They lived much longer than they would have without the 
drugs, and two of the patients have survived for six years now. Also, Maarten Deenen 
in the group of Jan Schellens obtained evidence that upfront genotyping of patients 
for dihydropyrimidine dehydrogenase (DPD) activity and dose-adaptation significantly 
improves safety of fluoropyrimidine therapy and is cost-effective.
Suzan Stelloo from the labs of Wilbert Zwart and André Bergman revealed a surprising 
favorable prognosis in primary prostate cancer patients with activated mTOR pathway, 
providing a clinical rationale why neoadjuvant mTOR inhibitor treatment in prostate 
cancer is unsuccessful.
Daniel Vis of the lab of Lodewyk Wessels has shown that patient-derived cancer cell lines 
harbor most of the same genetic changes found in patients’ tumors. This means they 
can indeed be used to learn how tumors are likely to respond to new drugs, increasing 
6
the success rate for developing new personalized cancer treatments. In his systematic, 
large-scale study, Vis combined molecular data from 11.000 tumors and cancer cell 
lines with drug sensitivity measurements. Also from the Wessels’ lab, Ewald van Dyk 
spearheaded the development of a new algorithm called RUBIC, to detect aberrations 
in DNA copy number data sets. RUBIC performs better than two of the existing state-
of-the-art approaches to detect these aberrations, that can be used for cancer driver 
gene discovery.
The Jonkers lab managed to develop a technique to create mouse models for invasive 
lobular carcinoma that doesn’t require lengthy breeding of transgenic mice. His lab 
also discovered two previously unidentified ways in which breast tumors can harbor 
resistance against cisplatin and PARP-inhibitors. In turns out that if the protein that 
is produced by BRCA1 lacks a characteristic RING-domain, cancer cells don’t respond 
to these two drugs. Next to this they found that certain epigenetic changes in the 
regulation of BRCA1 can cause acquired drug resistance. 
To broaden the perspectives of melanoma patients, the groups of Peeper, Haanen, 
Schumacher and Blank established a large collection of patient-derived xenografts (PDX) 
and identified a BRAFV600E kinase domain duplication in drug-resistant tumors. Treatment 
with a new RAF dimerization inhibitor reversed drug resistance, illustrating the utility of 
this PDX platform and warranting clinical validation of BRAF dimerization inhibitors for 
this group of melanoma patients.
Immunotherapy
NKI immunologists Christian Blank, John Haanen and Ton Schumacher proposed a 
framework that can be used to determine which type of cancer immunotherapy is best 
for an individual patient: The Cancer Immunogram, that was published in the journal 
Science. In another paper in Science, Ton Schumacher and his Norwegian colleague 
Johanna Olweus showed that it is possible to fight cancer with the help of ‘borrowed’ 
immune cells. In their proof-of-principle study they found that naïve T cell repertoires of 
healthy blood donors provide a source of neoantigen-specific T cells. T cells redirected 
with T cell receptors identified from donor-derived T cells efficiently recognized patient-
derived melanoma cells harboring the relevant mutations, providing a rationale for the 
use of such “outsourced” immune responses in cancer immunotherapy.
A team led by Inge Verbrugge and Christian Blank compared several combinations of 
immunotherapy and radiotherapy in a mouse melanoma model, to see whether these 
therapies can enhance each other. Their study suggests that a combination of anti-PD-1, 
anti-CD137 and radiotherapy may be superior to other combinations of immunotherapy 
and radiotherapy that are currently being tested in human patients. 
In his OpACIN study, Christian Blank showed the profound anti-tumor activity, but also 
toxicity, of neo-adjuvant immunotherapy with anti-CTLA-4 and anti-PD-1 antibodies 
in stage III melanoma patients.  These data underscore the potential value of T cell 
checkpoint blockade during earlier disease stage. In addition, these data strongly 
suggest systemic immune suppression as an important factor limiting the activity 
of T cell checkpoint blockade during later stage disease.
Tomasz Ahrends in the group of Jannie Borst demonstrated how CD4 T cell help alters 
many aspects of CD8 T cell function, and also how CD27 ligation can largely compensate 
for the lack of T cell help. These data may be used to design strategies to optimally instill 
desired activities in tumor reactive CD8 T cells that are induced by vaccination. 
In a collaboration between the Schumacher, Brummelkamp, and Jannie Borst lab, 
Riccardo Mezzadra, Chong Sun, and Lucas Jae identified CMTM6 as a protein partner of 
PD-L1 that influences the expression of PD-L1 on the surface of both tumor cells and 
myeloid cells.  Based on these data, CMTM6 may be pursued as a potential therapeutic 
target.
Image-guided interventions
In March the MRI-linac was installed at the department of Radiation Oncology, marking 
the beginning of a practice-change in image-guided adaptive radiotherapy. In September 
the first images were made with the MR-Linac system, while simultaneously irradiating 
the object. The group of Uulke van der Heide developed and validated a method to 
generate ‘CT-like’ images from MRI scans of the prostate. This will avoid the need to 
acquire a planning CT scan for patients who already received an MRI exam for target 
delineation. This method is currently implemented clinically. 
7
Description:the years, the hospital has built a large repository of patient data and a large collection of tumor and normal tissues. Our clinical research  Harinck F, Konings IC, Kluijt I, Poley. JW, van Hooft JE, van Dullemen HM,  Doctoral thesis, Faculty of Medicine,. Leiden University Medical Center. (LUMC)