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The Cancer Genome Atlas launches
A dated cancer milestone (2006): a large effort to map the molecular changes in many cancers. Why it mattered, its limits, and how the field evolved.
Original commentary from the Cancer Explained editorial team.

Historical context: this page explains an event dated 2006. It was published as an explainer on July 12, 2026 and is not breaking news.
Please note: this page is educational only — it is not medical advice, and it does not speculate about anyone’s health beyond reliable public reporting. For questions about your own health, talk with your healthcare team.
Historical milestone — this page describes an event dated 2006. It is not current breaking news.
A pilot, not a promise
On October 16, 2006, the National Cancer Institute and the National Human Genome Research Institute announced two more components of The Cancer Genome Atlas Pilot Project.
Read the wording of the notice and the modesty stands out. It calls TCGA a three-year, $100 million project. Its stated job was to test whether large-scale genome analysis could reliably find the genetic changes involved in cancer.
Nobody was promising treatments. The question on the table was narrower: can this even be done reliably at scale?
Three cancers to start with
The pilot picked lung cancer, brain cancer in the form of glioblastoma, and ovarian cancer.
NCI put up $11.7 million a year for seven new labs in five states. They were called Cancer Genome Characterization Centers. The named sites included the Broad Institute, Harvard Medical School, Lawrence Berkeley National Laboratory, Memorial Sloan-Kettering, Johns Hopkins, Stanford, and the University of North Carolina.
Each lab got a different job. Some looked at gene expression, which means the genes a tumor switches on. Some counted copy number, which means how many spare copies of a chunk of chromosome a tumor holds. One pair looked at methylation. Those are chemical tags that mute a gene without changing the letters of the code.
That split of work mattered. A cancer genome is not one thing to read. It has several layers, and each layer needs its own tool.
What it eventually produced
NCI's own summary of the program records the scale. TCGA molecularly characterized over 20,000 primary cancer samples, with matched normal tissue, spanning 33 cancer types.
Over the next dozen years it produced more than 2.5 petabytes of data. That covered the genome, the chemical tags on it, the RNA read from it, and the proteins built from it. All of it stays public for any researcher to use.
The program closed in 2018 with the Pan-Cancer Atlas. That was a set of studies looking across tumor types rather than within one. It covered cell-of-origin patterns, cancer-driving processes, and signaling pathways.
Why "matched normal" is the important phrase
This is the technical detail that makes the whole thing work, and it is rarely explained.
Every person's genome is full of harmless variation. Sequence a tumor on its own and you cannot tell which changes drive the cancer. Some of them are just that person's normal genetic makeup.
Sequencing normal tissue from the same person gives you a baseline. Subtract one from the other and what remains are the changes the cancer acquired.
Scale that to 20,000 pairs and a pattern appears. Changes that keep recurring across many tumors are likely drivers. Changes that show up once probably mean nothing. That split is routine in research now. Before TCGA it had no dataset behind it.
What it changed for patients, eventually
NCI says the data has already led to improvements in the ability to diagnose, treat, and prevent cancer. That improvement arrived slowly and indirectly.
The clearest effect is on how cancers are sorted. NCI describes cancer as a group of more than 100 diseases, defined by where they start and how the cells behave. TCGA showed two things that complicate that. Tumors from the same organ can look quite different at the molecular level. Tumors from different organs can share one driver. So some treatment choices now turn on a molecular finding rather than a location.
That is why a modern pathology report often carries a list of tested genes, and why a lung tumor and a colon tumor can occasionally be offered the same drug.
Where this touches an appointment
Nothing on this page is a test to ask for. But two things follow from it that are worth raising:
- After a new cancer diagnosis, ask what molecular or biomarker testing has been ordered, and when the results are expected.
- If a result names a gene, ask what it changes: eligibility for a drug, eligibility for a trial, information about prognosis, or nothing yet.
- If cancer runs in your family, ask about a referral for genetic counseling. That is a different test from tumor sequencing. It looks at inherited risk, not at the tumor.
What to keep in perspective
- TCGA was a research resource. It was not a treatment, and nobody in it was treated because of it.
- The samples came mostly from untreated primary tumors at a limited set of centers. The collection does not represent every patient. It also under-represents cancers that had already been treated or had spread.
- Finding a mutation is not the same as having a drug for it. Most of the alterations catalogued have no targeted therapy.
- Twenty thousand samples across 33 cancer types leaves rare cancers thinly covered.
- The pilot asked whether the work could be done at all. It answered that. Turning the answer into care has been slow and uneven, and it continues.
- This is a summary of a historical event, not advice about anyone's own care.
Sources
- NHGRI: NIH Announces Two Integral Components of The Cancer Genome Atlas Pilot Project (October 16, 2006)
- NCI Center for Cancer Genomics: The Cancer Genome Atlas Program (TCGA)
- NCI: What Is Cancer?
How this article was prepared
An AI-assisted editorial system helped prepare this page. No named medical reviewer has reviewed it unless one is listed.
Cancer Explained is published by the National Cancer Information Foundation. It is not medical advice and does not suggest a test or treatment.
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Put the story in context
Prevention, possible warning signs, screening, and diagnosis
This story relates to Cancer. The information below is general: it does not reveal anything else about a public person’s health, and not every point applies to every cancer. Personal advice depends on age, symptoms, family history, exposures, and medical history.
Prevention and risk reduction
Not every cancer can be prevented. Avoiding tobacco, protecting skin from ultraviolet radiation, limiting alcohol, staying active, and receiving recommended HPV or hepatitis B vaccination can lower the risk of certain cancers. A risk factor is not a prediction or a cause in one individual.
Symptoms and possible early signs
Possible signs vary and are often caused by conditions other than cancer. Changes worth discussing include a new lump, unexplained bleeding or weight loss, a persistent cough, lasting bowel or bladder changes, a changing skin spot, or symptoms that persist or worsen. Some early cancers cause no symptoms.
Screening and early detection
Screening looks for certain cancers before symptoms begin. Recommended tests exist only for some cancers and depend on age and risk. Screening can have benefits and harms; it is not the same as evaluating a new symptom, and there is no single routine scan or blood test that reliably screens for every cancer.
How cancer is diagnosed
Diagnosis may involve a history and exam, imaging, laboratory tests, and often a biopsy. Pathology can identify the cancer type and may test biomarkers that guide treatment. Symptoms, screening results, tumor markers, or online stories alone cannot confirm cancer.
A public story may encourage questions, but it should not be used to estimate your risk or choose testing. Contact a healthcare professional about a persistent or concerning change. Seek urgent care for severe or rapidly worsening symptoms.