Automatic translation from French.

From scalpel to algorithms

How data has transformed the fight against cancer

The Pioneering Era

Observe · Locate

‘Just’ one type of cancer: scarce and isolated data

The 1850s

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

1895

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)

1900–1950

Surgery and radiotherapy: the tumour is either removed or treated with radiation

1950

‘Standard’ chemotherapy: it targets rapidly dividing cells, but at the cost of severe side effects

The Age of Classifications

Study · Categorise · Compare

From cancer to cancers: the emergence of data

1969

First cantonal cancer registry: systematic collection of cases and patient data (Basel)
National cancer registry

1960–1985

Discovery of the first markers specific to certain cancers (e.g. AFP, HER2)

The Age of Genetics

Read the DNA · Understand · Target

DNA is becoming a form of data; cancers are becoming genetic diseases

1976

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)

The digital age

Scan · Share · Collaborate

The data explosion: the fight against cancer is becoming a computational challenge

2000

Digitisation of medical data (clinical, biological and imaging)

2001

Imatinib:the first therapy to target a specific mutation (chronic myeloid leukaemia)

2003

Publication of the human genome: > 700 cancer-related genes identified

2004–2005

Creation of the first cancer mutation databases (COSMIC in 2004, TCGA in 2005)

The era of precision oncology

Analyse · Model · Customise

Data are becoming a therapeutic tool

2011

Starting immunotherapy: the immune system learns to attack tumour cells

2015–2016

Oncobench® and the Romandy Molecular Tumour Board: mutation-guided treatments

2026

Artificial intelligence helps to analyse billions of data points to guide treatment

The predictive and connected era

Monitor · Prevent · Simulate

Data analysed continuously to anticipate

What about tomorrow?
  • "Digital twins": virtually testing treatments on a patient’s profile

  • Predictive medicine combining genetic, environmental and clinical data to predict the onset of cancer

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