October 16, 2026

What Is Tumor Profiling and How Can It Guide Cancer Treatment?

Understanding What Your Cancer’s DNA Can Reveal

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A cancer diagnosis often brings a lot of information at once: the type of cancer, its stage, imaging results, and possible treatment paths. Tumor profiling adds another layer. It looks at the biology of the cancer itself to identify genes, proteins, or other biomarkers that may help a care team understand which treatments could be relevant.

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Tumor profiling is also called biomarker testing, tumor testing, genomic profiling, molecular profiling, or somatic testing. Although the names vary, the purpose is similar: to learn more about the features of a specific cancer so treatment discussions can be more informed.

It does not replace a physician’s judgment, and it does not guarantee that a particular therapy will work. But when clinically appropriate, it can give patients and their oncology teams more information to consider at an important point in care.

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What Is Tumor Profiling?

Tumor profiling is a laboratory analysis of a cancer sample. Depending on the cancer and the test, it may look for changes in DNA, proteins, RNA, or other biomarkers that can affect how a cancer grows or responds to treatment.

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The National Cancer Institute (NCI) explains that biomarker testing may help a doctor select treatment because some targeted therapies and immunotherapies work only when a cancer has particular biomarkers. It can also help identify clinical trials that match a cancer’s molecular features. Source: NCI, Biomarker Testing for Cancer Treatment.

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For many solid tumors, testing begins with tissue from a biopsy or surgery. In some situations, a clinician may consider a blood-based test, often called a liquid biopsy, when it is appropriate for the person’s cancer and clinical question.

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Tumor profiling

From tumor sample to treatment conversation

1
Step 1

Tumor sample

A tumor sample is selected for testing.
2
Step 2

Laboratory analysis

DNA
Proteins
Biomarkers
3
Step 3

Molecular report

Findings may include:

Actionable biomarkers
Resistance markers
No treatment-directing result
4
Step 4

Care-team discussion

Your oncology team considers the results alongside diagnosis, stage, treatment history, and goals.

Tumor profiling provides information that healthcare professionals can consider when making treatment decisions. Source: NCI .

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What Can Tumor Profiling Help Show?

Each cancer has its own molecular profile. Even tumors that begin in the same organ can have different biomarkers, which can affect whether a treatment may be considered. Tumor profiling may identify:

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For example, the NCI notes that a tumor with an EGFR gene change may be eligible for a treatment that targets that change. Other biomarkers can help oncologists consider whether certain therapies are relevant across cancer types, not only by where the cancer started. Source: NCI.

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That is why results are most useful when interpreted in context. A molecular finding is not a treatment plan by itself; the care team also considers the diagnosis, stage, previous treatment, overall health, and patient preferences.

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What a tumor profiling result may contribute to the conversation

Possible finding
What it may mean
Question to discuss with the care team
Actionable biomarker
A treatment may be available or worth considering because it targets that feature.
Is there an approved therapy, and what evidence applies to my cancer?
Resistance-related biomarker
A treatment may be less likely to help.
Could this change the order or type of treatments we discuss?
Clinical-trial match
A study may enroll people with this molecular feature.
Are there trials that fit my diagnosis, treatment history, and location?
No treatment-directing result
The test may not identify a match to a current treatment.
Does this result still help rule out options or inform future testing?
Actionable biomarker
What it may mean

A treatment may be available or worth considering because it targets that feature.

Question to discuss with the care team

Is there an approved therapy, and what evidence applies to my cancer?

Resistance-related biomarker
What it may mean

A treatment may be less likely to help.

Question to discuss with the care team

Could this change the order or type of treatments we discuss?

Clinical-trial match
What it may mean

A study may enroll people with this molecular feature.

Question to discuss with the care team

Are there trials that fit my diagnosis, treatment history, and location?

No treatment-directing result
What it may mean

The test may not identify a match to a current treatment.

Question to discuss with the care team

Does this result still help rule out options or inform future testing?

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How Is Tumor Profiling Different From Other Types of Genetic Testing?

Different types of genetic testing can provide different kinds of information after a cancer diagnosis.

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Hereditary cancer-risk testing examines DNA a person was born with. It looks for inherited gene changes that may increase lifetime cancer risk and may have implications for biological relatives. 

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Tumor profiling examines genetic changes and biomarkers in the cancer itself. These changes may help healthcare professionals better characterize the cancer and consider treatment options that may be relevant.

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Pharmacogenomic testing looks at how a person’s inherited genetic differences may affect the way their body processes or responds to certain medications.
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More than one type of testing may be relevant after a cancer diagnosis, but each serves a different purpose and provides a different type of information.

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Tumor profiling, hereditary cancer-risk testing, and pharmacogenomic testing

Type of testing
What it examines
What it may help inform
Who may benefit
Tumor profiling / biomarker testing
Genetic and molecular features of an existing cancer
Treatment discussions, targeted therapy, immunotherapy, and clinical-trial options
People with cancer when clinically appropriate
Hereditary cancer-risk testing
Inherited DNA present from birth
Lifetime cancer-risk conversations and possible family implications
People whose personal or family history suggests inherited risk
Pharmacogenomic testing
Inherited gene variants related to medication response
Medication-response and side-effect discussions
People who take medications now or may need them in the future
Tumor profiling / biomarker testing
What it examines

Genetic and molecular features of an existing cancer

What it may help inform

Treatment discussions, targeted therapy, immunotherapy, and clinical-trial options

Who may benefit

People with cancer when clinically appropriate

Hereditary cancer-risk testing
What it examines

Inherited DNA present from birth

What it may help inform

Lifetime cancer-risk conversations and possible family implications

Who may benefit

People whose personal or family history suggests inherited risk

Pharmacogenomic testing
What it examines

Inherited gene variants related to medication response

What it may help inform

Medication-response and side-effect discussions

Who may benefit

People who take medications now or may need them in the future

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For a deeper overview of the broader testing landscape, see Kadance’s guide to genetic testing for cancer.

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When Might Tumor Profiling Be Considered?

The right time for tumor profiling depends on the cancer type and clinical situation. The NCI notes that genomic biomarker testing is often recommended for cancers that have spread or returned after treatment. It is also routinely used to guide treatment in some specific cancers, including non-small cell lung cancer, breast cancer, and colorectal cancer. Source: NCI.

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A person’s oncologist can explain whether testing is appropriate now, whether an existing sample can be used, and whether a new biopsy or a blood-based approach is relevant.

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Questions worth bringing to an appointment include:

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What Tumor Profiling Cannot Tell You

Tumor profiling is powerful, but it has limits. A test may identify a biomarker without identifying a clear treatment match. A therapy that targets a biomarker may still not work for every person. And because cancers can change over time, a result is a snapshot of the tumor at the time the sample was collected.

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Results can also be limited by the amount or quality of tissue available. This is one reason testing decisions and report interpretation belong in a conversation with an oncology team.

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The NCI emphasizes that biomarker tests do not help everyone who receives them. A report can provide useful information even when it does not lead to a new treatment option. However, the results do not guarantee that a particular treatment will be effective. Source: NCI.

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Why Timing and Coordination Matter

When a result could inform treatment, timing matters. The test must be ordered, the sample obtained, the laboratory analysis completed, and the report reviewed in time for the information to be useful in a treatment discussion.

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This can be difficult to navigate while managing appointments, decisions, and the emotional weight of a diagnosis. Kadance’s article on how precision medicine is changing cancer treatment decisions explores how biomarker testing, expert interpretation, and coordination can work together.

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For examples of how molecular findings can shape conversations in lung, breast, and colorectal cancer, see Why Tumor Profiling Matters: Real-World Examples.

Frequently Asked Questions

How is tumor profiling different from hereditary cancer-risk testing?

Tumor profiling examines genetic changes and biomarkers in the cancer itself. Hereditary cancer-risk testing looks for inherited genetic changes a person was born with that may increase the risk of certain cancers and may also have implications for biological relatives.

Does tumor profiling tell me which treatment will work?

It may identify biomarkers that help your care team consider certain treatments or trials. It cannot guarantee that a treatment will work, and it is only one part of a treatment decision.

Can tumor profiling identify clinical trials?

It may identify a biomarker that is one of the eligibility criteria for a particular clinical trial. Eligibility depends on many factors, including cancer type, prior treatment, overall health, trial location, and the study’s specific criteria.

Will I need another biopsy?

Not always. In some cases, an existing tissue sample can be used. Your oncologist can explain whether the available sample is sufficient or whether a new tissue or blood-based sample is appropriate.

How Kadance Navigate Can Support More Informed Next Steps

Kadance Navigate is designed for people who have been recently diagnosed with cancer or are currently in treatment. Members receive oncology nurse navigation, pharmacogenomic testing and medication optimization, clinical-trial search and enrollment support, and resources to help them understand their care path.

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When clinically appropriate, Kadance can help members explore advanced diagnostic options, including comprehensive genomic profiling or biomarker testing. These advanced tests are offered separately and may require an additional fee. 

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Kadance complements a member’s relationship with their treating physician; it does not replace medical care.

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Support during a cancer diagnosis

Get more support as you navigate your diagnosis

Access Oncology Nurse Navigator support to help you understand your next steps, prepare questions for your care team, and explore whether additional testing or pathology review may be useful.

The information in this article is intended for educational purposes only and does not constitute medical advice. It may not fully reflect the current scope of Kadance services, testing panels, or program offerings. For the most accurate and up-to-date information about what Kadance includes, please visit kadance.com or speak with a member of our team.

Kadance is a membership program, not insurance. Kadance does not provide or pay for medical treatment. All medical decisions should be made with a licensed physician.

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