How data has transformed the fight against cancer
Observe · Locate
‘Just’ one type of cancer: scarce and isolated data
The microscope reveals cancer cells

Microscope (1850–1870) from the Golub collection of antique microscopes, on display at the University of California, Berkeley – Berkeley, California, United States
Conrad Röntgen discovered X-rays. These would later make it possible to observe tumours beneath the skin

X-ray of Albert von Koelliker’s left hand (taken by Conrad Röntgen on 23 January 1896)
Surgery and radiotherapy: the tumour is either removed or treated with radiation
‘Standard’ chemotherapy: it targets rapidly dividing cells, but at the cost of severe side effects
Study · Categorise · Compare
From cancer to cancers: the emergence of data
First cantonal cancer registry: systematic collection of cases and patient data (Basel)
National cancer registry

Read the DNA · Understand · Target
DNA is becoming a form of data; cancers are becoming genetic diseases
Discovery of the first oncogene: a mutation in the DNA of this gene can trigger cancer

It is the src gene, responsible for cancer in the Rous sarcoma virus (Stehelin et al., Nature, 1976)
Scan · Share · Collaborate
The data explosion: the fight against cancer is becoming a computational challenge
Digitisation of medical data (clinical, biological and imaging)

Imatinib:the first therapy to target a specific mutation (chronic myeloid leukaemia)
Publication of the human genome: > 700 cancer-related genes identified
Analyse · Model · Customise
Data are becoming a therapeutic tool
Starting immunotherapy: the immune system learns to attack tumour cells
Oncobench® and the Romandy Molecular Tumour Board: mutation-guided treatments
Artificial intelligence helps to analyse billions of data points to guide treatment
Monitor · Prevent · Simulate
Data analysed continuously to anticipate
"Digital twins": virtually testing treatments on a patient’s profile
Predictive medicine combining genetic, environmental and clinical data to predict the onset of cancer