CancerFax
GENOMIC PRECISION MEDICINE

PRECISION ONCOLOGY &
NGS TESTING: COMPLETE PATIENT GUIDE

The right drug, the right dose, the right combination โ€” matched to your tumour's unique molecular signature. CancerFax helps patients globally access NGS testing, interpret their reports, and connect to targeted therapies and trials their results unlock.

analyticsAt a Glance

  • check_circleNGS (next-generation sequencing) identifies genetic mutations that guide targeted therapy and trial eligibility
  • check_circleComprehensive panels test hundreds of genes simultaneously from tissue or blood (liquid biopsy)
  • check_circleKey findings include EGFR, ALK, BRAF, KRAS, HER2, NTRK, RET, BRCA1/2, and MSI status
  • check_circleNGS testing is increasingly required before starting targeted therapy or applying for clinical trials
Reviewed by: CancerFax Medical Team, Oncology & Haematology SpecialistsLast reviewed: April 16, 202620 min read

What Is Precision Oncology?

Precision oncology asks a fundamentally different diagnostic question: not 'where did this cancer start?' but 'what is uniquely wrong at the molecular level inside this patient's cancer cells โ€” and what can we do about it?' By adding genomic profiling to the traditional tissue-of-origin diagnosis, treatment can be matched to tumour biology with far greater specificity.

โ€œPrecision oncology means the right drug, the right dose, the right combination โ€” matched to the right tumour biology, eliminating medications unlikely to work and finding drugs that actually target the molecular driver.โ€
  • Comprehensive Genomic Profiling (NGS)

    Identifies the mutations, amplifications, fusions, deletions, MSI status, TMB, and HRD that drive a specific tumour โ€” producing a molecular blueprint that guides treatment matching.

  • Targeted Therapy Matching

    Drugs designed to block the specific mutated proteins or pathways identified by NGS โ€” EGFR inhibitors for EGFR mutations, ALK inhibitors for ALK fusions, PARP inhibitors for BRCA1/2 or HRD, BRAF inhibitors for BRAF V600E.

  • Biomarker-Guided Immunotherapy

    PD-L1 expression, MSI-H/dMMR status, and TMB-H are biomarkers that predict immunotherapy response โ€” now with tumour-agnostic FDA approvals for pembrolizumab across any solid tumour type.

  • Clinical Trial Matching + Liquid Biopsy Monitoring

    NGS identifies clinical trials matched to a patient's specific mutation profile. Serial liquid biopsy using blood-based ctDNA tracks treatment response and detects resistance mutations in real time โ€” without repeated invasive procedures.

How NGS Testing Works: Step by Step

NGS simultaneously sequences millions of DNA and RNA fragments โ€” producing a comprehensive genomic profile (CGP) of the cancer in a single test that previously would have required dozens of individual gene tests.

  1. 1

    Sample Collection

    A tissue sample is obtained from a biopsy, surgical specimen, or archived FFPE tumour block โ€” or a blood sample is collected for liquid biopsy (ctDNA/cfDNA). Sample quality and tumour cellularity directly affect result quality.

  2. 2

    DNA / RNA Extraction

    DNA (and sometimes RNA for fusion detection) is extracted from the sample in a certified, accredited molecular laboratory. FFPE tissue requires additional processing steps due to formalin-induced DNA fragmentation.

  3. 3

    Library Preparation & Sequencing

    The extracted genetic material is prepared into a sequencing library and loaded onto a high-throughput sequencing platform. Millions of DNA fragments are read simultaneously and mapped against the reference human genome.

  4. 4

    Bioinformatics Variant Calling

    Sophisticated bioinformatics software identifies variants โ€” mutations (SNVs, indels), copy number alterations (amplifications, deletions), gene fusions, and rearrangements โ€” while filtering out sequencing errors and germline background noise.

  5. 5

    Clinical Interpretation

    Clinically trained molecular pathologists and oncologists interpret variants against curated databases of known actionable alterations โ€” classifying each by evidence tier (Tier Iโ€“IV) and clinical significance.

  6. 6

    Structured Clinical Report Generation

    A comprehensive report is generated listing: identified alterations, evidence tier classification, potentially matched approved therapies (by tumour type and tumour-agnostically), and relevant open clinical trials.

Key Biomarkers and What They Mean for Treatment

The most important question after receiving an NGS report: how many findings are actionable? An actionable alteration can be matched to an approved drug, clinical trial, or treatment decision.

Biomarker / GeneAlteration TypePrimary Cancer TypesMatched Treatment
EGFRMutation (exon 19 del, L858R, T790M)NSCLC (adenocarcinoma)Osimertinib, erlotinib, gefitinib, afatinib (EGFR TKIs)
ALKFusion (EML4-ALK, others)NSCLC, inflammatory myofibroblasticAlectinib, brigatinib, crizotinib (ALK inhibitors)
KRAS G12CMutationNSCLC, colorectal, pancreaticSotorasib (Lumakras), adagrasib (Krazati)
BRAF V600EMutationMelanoma, CRC, NSCLC, thyroid, gliomaDabrafenib + trametinib, vemurafenib + cobimetinib
HER2 (ERBB2)Amplification or mutationBreast, gastric, NSCLC, CRCTrastuzumab, pertuzumab, T-DXd (trastuzumab deruxtecan)
BRCA1/2Mutation (somatic or germline)Breast, ovarian, prostate, pancreaticOlaparib, niraparib, rucaparib (PARP inhibitors)
NTRK1/2/3FusionAny solid tumour (tumour-agnostic)Larotrectinib (Vitrakvi), entrectinib (Rozlytrek)
RETFusion or point mutationNSCLC, thyroid (medullary/papillary)Selpercatinib (Retevmo), pralsetinib (Gavreto)
FGFR2FusionCholangiocarcinoma (intrahepatic)Pemigatinib (Pemazyre), futibatinib (Lytgobi)
IDH1/2MutationGlioma, AML, cholangiocarcinomaEnasidenib (IDH2), ivosidenib (IDH1), olutasidenib
MSI-H / dMMREpigenetic / MMR deficiencyAny solid tumour (tumour-agnostic)Pembrolizumab, nivolumab ยฑ ipilimumab
TMB-H (โ‰ฅ10)High mutational burdenAny solid tumour (tumour-agnostic)Pembrolizumab (tumour-agnostic FDA approval)
HRDHomologous recombination deficiencyOvarian, breast, prostatePARP inhibitors; platinum sensitivity
FGFR3Mutation or fusionBladder / urothelial cancerErdafitinib (Balversa)

Which Cancers Benefit Most from NGS Testing?

NGS testing is relevant across all solid tumours in advanced disease โ€” but the density of actionable findings varies significantly by cancer type. These are the highest-priority indications.

  • Non-Small Cell Lung Cancer (NSCLC) โ€” Essential

    NGS is mandated by NCCN, ESMO, and IASLC guidelines at diagnosis of advanced NSCLC. EGFR, ALK, ROS1, BRAF, KRAS G12C, MET exon 14, RET, NTRK, HER2, PD-L1, and TMB are all matched to approved targeted agents or immunotherapy. The most biomarker-rich solid tumour in oncology.

  • Colorectal Cancer โ€” Essential

    KRAS, NRAS, BRAF V600E, HER2, MSI/MMR, and NTRK testing guide anti-EGFR therapy eligibility (requires RAS wild-type), BRAF inhibitor use, immunotherapy eligibility (MSI-H), and emerging HER2-directed strategies.

  • Breast Cancer โ€” Strongly Recommended

    PIK3CA, HER2, BRCA1/2, HRD, ESR1 (acquired resistance mutation), and NTRK are actionable in metastatic breast cancer. Critical for metastatic HR+ disease (PI3K inhibitors) and TNBC (PARP inhibitors for BRCA-mutated; immunotherapy for PD-L1+).

  • Ovarian Cancer โ€” Strongly Recommended

    BRCA1/2 somatic and germline testing plus HRD scoring guide PARP inhibitor eligibility and maintenance therapy selection โ€” one of the most clinically impactful biomarker relationships in oncology. NTRK testing adds additional actionable potential.

  • Prostate Cancer โ€” Strongly Recommended (Metastatic)

    BRCA1/2, CDK12, MSI/MMR, and AR pathway alterations guide PARP inhibitor eligibility (olaparib, rucaparib) and immunotherapy consideration in metastatic castration-resistant disease. Germline BRCA testing has family implications.

  • Cholangiocarcinoma โ€” High Impact

    FGFR2 fusion (in ~15% of intrahepatic CCA), IDH1 mutation, and NTRK are all matched to approved targeted agents. Cholangiocarcinoma has one of the highest actionable mutation rates relative to its rarity โ€” NGS is particularly high-yield here.

  • Any Solid Tumour โ€” Tumour-Agnostic Targets

    MSI-H/dMMR, TMB-H (โ‰ฅ10 mut/Mb), and NTRK fusions have tumour-agnostic FDA approvals โ€” meaning any patient with these findings, regardless of cancer type, is eligible for pembrolizumab (MSI-H, TMB-H) or larotrectinib/entrectinib (NTRK). NGS is the only way to identify these.

Who Should Get NGS Testing โ€” and When

NGS is no longer reserved for patients who have exhausted all standard options. It is increasingly recommended at diagnosis of advanced disease to ensure no targeted or trial option is missed from the start.

Who Should Strongly Consider NGS

  • Newly diagnosed metastatic or advanced solid tumourParticularly NSCLC, CRC, breast, ovarian, prostate, and gastric cancers โ€” ideally before first-line treatment starts.
  • Starting first-line treatmentTo ensure no targeted or immunotherapy option is missed at the most critical decision point.
  • Cancer progressing on standard therapyTo identify resistance mechanisms and new actionable targets that may have emerged during treatment.
  • Considering clinical trial enrolmentNGS confirms mutation-specific eligibility required by most precision oncology trials.
  • Rare cancer or cancer of unknown primaryCGP can identify actionable targets when the tissue of origin provides no clear treatment roadmap.
  • Family history suggesting hereditary cancerGermline component of NGS identifies BRCA1/2, Lynch syndrome, and other inherited mutations with family implications.

When to Get Tested

  • At diagnosis of advanced/metastatic diseaseIdeally before first-line treatment begins โ€” results available to inform the initial plan (10โ€“21 days tissue; 7โ€“14 days liquid biopsy).
  • At disease progression on targeted therapyResistance mutations often emerge at progression โ€” liquid biopsy can detect T790M, C797S, and other resistance alterations guiding next-line selection.
  • When clinical trial enrolment is plannedMany precision oncology trials require NGS confirmation of eligibility as a screening criterion before enrolment.
  • When germline mutation is suspectedAny stage where family history, tumour type (breast, ovarian, CRC), or age of diagnosis suggests hereditary cancer syndrome.
  • Periodically during targeted therapySerial liquid biopsy monitors ctDNA trends โ€” rising ctDNA can signal emerging resistance before radiographic progression.
  • Before starting treatment in urgent casesDo not delay urgent treatment to wait for NGS. Liquid biopsy can run in parallel; bridging therapy can be used while awaiting tissue results.

How to Read and Understand an NGS Report

NGS reports are technically complex and can be overwhelming for patients and even oncologists unfamiliar with molecular oncology. Understanding the structure and evidence tier system is essential for informed decision-making.

  • Tier I โ€” Strong Clinical Evidence

    Alterations with approved therapy in this specific tumour type, or diagnostic/prognostic significance per professional guidelines. These are the most immediately actionable findings โ€” an approved drug exists for your mutation in your cancer type.

  • Tier II โ€” Potential Clinical Significance

    Alterations with approved therapy in a different tumour type (off-label), or strong pre-clinical evidence. These require specialist interpretation โ€” the drug may work in your cancer but has not been validated in your specific tumour type through a randomised trial.

  • Tier III โ€” Variants of Unknown Significance (VUS)

    Alterations with uncertain significance based on current evidence. These are detected but should NOT drive therapy without further specialist review. A VUS today may become actionable tomorrow โ€” reclassification as evidence evolves is common and legitimate.

  • Tier IV โ€” Benign Variants

    Variants classified as benign or likely benign โ€” not clinically significant. Also typically included in reports: MSI status, TMB score, HRD score, and (for comprehensive panels) germline findings flagged for genetic counselling referral.

From NGS Results to Treatment Decisions

Receiving an NGS report is the first step โ€” not the last. Translating genomic data into a treatment plan requires molecular oncology expertise. This is where a molecular tumour board (MTB) is essential.

  1. 1

    Molecular Tumour Board (MTB) Review

    In leading cancer centres, NGS results are reviewed by a multidisciplinary team: medical oncologists, molecular pathologists, genomic scientists, radiologists, and clinical trial specialists. For patients not at MTB-equipped centres, CancerFax arranges virtual MTB consultations with precision oncology specialists globally.

  2. 2

    Identify All Actionable Tier I & II Alterations

    List every finding with approved or potential matched therapy. Tier I (approved for your tumour type) takes priority. Tier II (approved for a different cancer type) may be accessible through off-label use or clinical trials.

  3. 3

    Assess Co-Mutation Context

    Co-mutations can negate or reduce the benefit of a matched therapy. For example: KRAS co-mutation abolishes anti-EGFR benefit in colorectal cancer; TP53 co-mutations reduce the efficacy of certain targeted therapies. A Tier I match is not automatically the right choice without assessing the co-mutation landscape.

  4. 4

    Review MSI, TMB & PD-L1 for Immunotherapy Eligibility

    Alongside targeted therapy matching, assess whether the patient's MSI-H/dMMR or TMB-H status qualifies them for tumour-agnostic checkpoint inhibitor approvals โ€” potentially unlocking immunotherapy as an option regardless of cancer type.

  5. 5

    Screen for Open Clinical Trials

    NGS results unlock access to mutation-matched clinical trials. Many Phase II/III trials for precision oncology agents require specific mutations as eligibility criteria. CancerFax continuously monitors global trial registries and matches patients to open studies for which they are genomically eligible.

  6. 6

    Incorporate into Full Treatment Sequence

    NGS findings must be integrated with the patient's current performance status, prior treatment history, organ function, and treatment goals. The result is a personalised treatment sequence โ€” not just a single matched drug, but a planned pathway that anticipates resistance and next-line options.

Liquid Biopsy: NGS Testing from a Blood Draw

Liquid biopsy is one of the most significant advances in precision oncology โ€” enabling comprehensive genomic profiling from circulating tumour DNA (ctDNA) shed into the bloodstream, without invasive tissue biopsy.

  • Baseline Profiling When Tissue Is Unavailable

    When tumour tissue is insufficient, inaccessible, or unsafe to biopsy, liquid biopsy provides genomic profiling as an alternative. FDA-approved platforms include Guardant360 CDx and FoundationOne Liquid CDx โ€” validated against tissue NGS.

  • Real-Time Treatment Monitoring

    Serial liquid biopsies track changes in ctDNA levels over time โ€” reflecting tumour response or progression earlier than imaging in some settings. Rising ctDNA can signal emerging resistance before it becomes visible on a CT or PET scan.

  • Resistance Mutation Detection

    When a targeted therapy stops working, liquid biopsy identifies resistance mutations that guide next-line treatment. The landmark example: T790M mutation detection in EGFR-mutated NSCLC after first-generation TKI failure โ€” qualifying patients for osimertinib.

  • Key Limitation: Lower Sensitivity than Tissue NGS

    Liquid biopsy has lower sensitivity than tissue NGS โ€” particularly for small, low-shedding tumours or early-stage disease where ctDNA levels are very low. A negative liquid biopsy does NOT exclude a targetable mutation. Tissue testing should follow if clinical suspicion is high.

Limitations and Challenges of NGS Testing

NGS is a transformative technology โ€” but it has real limitations patients should understand. Setting realistic expectations is as important as understanding what it can detect.

Technical Limitations

  • Tumour heterogeneityA biopsy captures one region of one tumour โ€” different metastatic sites may have different mutations. The profiled lesion may not represent the full molecular picture.
  • Sample quality constraintsFFPE tissue has degraded DNA that impairs sequencing quality. Insufficient tumour cellularity in the sample can cause test failure.
  • Germline contamination riskTo distinguish somatic from germline mutations, normal tissue must also be analysed. Some commercial tests include this; some do not.
  • Coverage gapsEven a 500-gene comprehensive panel does not cover the entire genome. Rare or novel mutations outside the panel design will be missed.

Clinical & Interpretive Limitations

  • Actionability gapOnly 40โ€“70% of solid tumour patients have an actionable alteration. The remaining patients have VUS or driver mutations with no matched approved therapy.
  • Evidence quality tiersA Tier II off-label match is not the same as a Tier I approved indication. Evidence quality varies dramatically and must be assessed by a specialist.
  • Co-mutation contextCo-mutations can negate a matched therapy entirely. An NGS report does not automatically provide a safe prescription โ€” it requires clinical interpretation.
  • VUS uncertaintyVUS findings can cause patient anxiety but should never drive treatment decisions without specialist reclassification. VUS can become actionable as evidence evolves.

Precision Oncology vs Standard Oncology: Key Differences

Precision oncology does not replace standard oncology โ€” it adds a critical additional layer of information to every treatment decision. Most patients today benefit from both approaches in combination.

FeatureStandard OncologyPrecision Oncology
Diagnostic basisTumour type, stage, histologyTumour type + molecular/genomic profile (NGS)
Treatment selectionProtocol-based โ€” same cancer type = same regimenMutation-matched โ€” same cancer type may get different drugs based on molecular driver
Patient selectionBroadly applied across all patients of that typeBiomarker-selected โ€” only patients with the relevant mutation receive the matched drug
Response predictionBased on histological type and stageBased on specific mutations, fusions, and biomarker expression
Drug mechanismBroad cytotoxicity (chemo) or hormone blockadeTargeted inhibition of a specific mutated protein or pathway
Trial accessOpen to all patients with the tumour typeMutation-specific eligibility โ€” NGS required for most precision oncology trials
Monitoring approachImaging (CT/PET) + tumour markersImaging + tumour markers + serial liquid biopsy (ctDNA tracking)
Resistance managementSwitch to next chemotherapy lineIdentify resistance mutation via liquid biopsy; switch to next-generation inhibitor
Best used together?โœ… Yes โ€” foundation of all cancer careโœ… Yes โ€” adds molecular layer to inform, personalise, and extend standard care

Precision Oncology & NGS: Key Numbers

  • 40โ€“70%Solid Tumour Patients with an Actionable NGS FindingVaries by cancer type โ€” NSCLC and cholangiocarcinoma have the highest actionability rates.
  • 10โ€“21 daysTurnaround Time โ€” Tissue NGSLiquid biopsy (ctDNA) turnaround is faster: 7โ€“14 days. Plan treatment timing accordingly.
  • 3Tumour-Agnostic FDA Approvals Based on NGS BiomarkersMSI-H/dMMR, TMB-H (โ‰ฅ10 mut/Mb), and NTRK fusions โ€” pembrolizumab and larotrectinib/entrectinib.
  • 500+Genes Covered by Comprehensive NGS PanelsFoundationOne CDx, Guardant360 CDx, and equivalent platforms cover hundreds of cancer-related genes in a single test.

Frequently Asked Questions

The most common questions from patients and families exploring precision oncology and NGS testing.

Understanding NGS & Precision Oncology

    Actionable Results & Treatment

      Access & Practical Questions

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        This content is for informational purposes only and does not constitute medical advice. NGS test availability, biomarker approvals, and clinical guidelines vary by country and institution. Always consult a qualified oncologist before making treatment decisions.