PRECISION ONCOLOGY & NGS
Precision Oncology & NGS
WHAT ELSE CAN I DO?
Sometimes, the next step begins with understanding more.
A cancer diagnosis can lead to difficult questions for patients, families and clinical teams.
Precision oncology examines molecular characteristics of cancer that may provide additional information about the disease, relevant biomarkers and potential testing strategies.
What that information means — and whether it changes clinical management — depends on the cancer, the biomarker, the available evidence and the individual clinical context.
PRECISION ONCOLOGY IN PLAIN LANGUAGE
What Is Precision Oncology?
Precision oncology uses molecular information about a cancer — together with clinical, pathological and other diagnostic information — to help characterize disease and, in appropriate settings, inform biomarker assessment, testing strategies and treatment discussions.
What genomic testing can tell us depends on the cancer type, specimen, assay, molecular finding and strength of clinical evidence.
Genomic testing does not guarantee an actionable alteration, a treatment option, treatment response or an improved outcome. Molecular information complements — it does not replace — conventional cancer diagnosis, pathology and clinical assessment.
From a Question to a Discussion
The idea behind this page, in one pathway.
The question a patient asks after a diagnosis — “What else can I do?” — becomes, for the clinical team, a set of more specific questions: What else do we need to understand? What information could genomic testing add? The answers are not automatic. They move through a testing strategy, a result with interpretation, and finally back into an informed clinical discussion.
PATIENT QUESTION
“What else can I do?”
CLINICAL QUESTION
“What else do we need to understand?”
MOLECULAR QUESTION
“What information could genomic testing add?”
APPROPRIATE TESTING STRATEGY
The right test for the molecular question
MOLECULAR RESULT + INTERPRETATION
What was found, and what it may mean
INFORMED CLINICAL DISCUSSION
Molecular information returns to the clinical context
Every step adds information. None of them, alone, decides treatment — that remains a clinical discussion.
DIAGNOSIS & MOLECULAR CHARACTERISATION
What Else Can We Learn About This Cancer?
A cancer diagnosis is traditionally built from clinical findings, imaging and pathology — the anatomical site, histological type and grade. Molecular profiling can add a further layer: information about the DNA and RNA of the tumour that sits alongside these established assessments.
Depending on the assay design, DNA analysis may detect relevant sequence variants, copy-number changes and other genomic alterations. RNA analysis can provide complementary information, particularly for selected fusion and transcript events that DNA sequencing alone may not fully capture.
For some cancers, a focused set of genes answers the clinical question. For others — for example sarcomas, where translocation events are central to classification — RNA-based fusion analysis is specifically informative. Comprehensive genomic profiling is one option among several, not a default.
Molecular findings must be interpreted in the context of the disease and the individual clinical situation. Not every patient requires comprehensive genomic profiling, and the choice of assay should follow the clinical and molecular question being asked.
- DNA SEQUENCING
- RNA SEQUENCING
- FUSION ANALYSIS
- COMPREHENSIVE GENOMIC PROFILING
BIOMARKERS & CLINICAL ACTIONABILITY
What Else Could Help Inform the Treatment Discussion?
Genomic testing may identify biomarkers — but a detected alteration is not automatically an actionable one. Clinical actionability depends on the strength of evidence linking a specific molecular finding to a specific treatment benefit, in a specific cancer type.
International frameworks such as the ESMO Scale for Clinical Actionability of molecular Targets (ESCAT) organise this evidence into levels, from alterations that are standard-of-care targets in a given cancer, down to findings whose relevance is uncertain. The level of evidence matters as much as the finding itself.
STEP 1
DETECTED
STEP 2
INTERPRETED
STEP 3
EVIDENCE / ACTIONABILITY
STEP 4
CLINICAL CONTEXT
More genes is not automatically better testing. Larger panels detect more alterations, including more of uncertain significance, and the appropriate test is the one designed around the clinical question — not the largest one available.
WHAT GENOMIC TESTING CANNOT TELL YOU
- A genomic result does not name a guaranteed treatment.
- Many alterations have no established targeted option.
- A negative or non-informative result does not mean nothing can be done — standard clinical care continues regardless.
TISSUE AND LIQUID BIOPSY — COMPLEMENTARY ROUTES
What Else Can We Investigate?
Molecular information can come from the tumour itself, or from tumour-derived DNA released into the bloodstream. These are two different routes to similar questions, and they are complementary rather than competing.
MOLECULAR INFORMATION
TISSUE
Tumour tissue remains the preferred and most informative specimen in many clinical contexts. It provides direct tumour material, enables histopathological assessment alongside molecular testing, and supports the broadest range of assay types.
PLASMA ctDNA
A liquid biopsy analyses circulating tumour DNA (ctDNA) from a blood draw — a minimally invasive route to tumour-derived molecular information. It may be useful in appropriate advanced-cancer genotyping contexts, and where tissue is unavailable, difficult to obtain, or clinically inappropriate to obtain.
Plasma testing also has biological and analytical limitations. Tumours shed DNA unevenly, so a not-detected result in plasma does not necessarily mean the relevant alteration is absent from the tumour. Where a plasma result is non-informative and clinical need remains, tumour tissue testing may need to be considered depending on the clinical situation.
CLINICAL CONTEXT
Neither approach is universally superior. Which to use — or whether to use both — depends on the cancer, the clinical setting, the specimen availability and the question being asked.
MOLECULAR RESIDUAL DISEASE — A PERSONALISED WORKFLOW
What Else Can We Monitor?
After curative-intent treatment for some solid tumours, very low levels of tumour-derived DNA in the blood can, in appropriate settings, provide molecular evidence of residual disease — before it is visible on imaging. This is molecular residual disease, or MRD, monitoring.
MRD is not an ordinary off-the-shelf panel. It is a personalised, longitudinal molecular workflow: the tumour is first characterised, patient-specific molecular information is extracted from that profile, and a personalised tracking assay is developed for that individual patient. Blood drawn at a landmark time point — typically post-surgery — establishes the baseline, and subsequent blood draws monitor that signature over time.
Across multiple tumour types, post-treatment detection of ctDNA has demonstrated prognostic significance and has been associated with increased risk of recurrence. That is clinical validity. Whether changing treatment based on an MRD result improves clinical outcomes — clinical utility — is a separate question, and MRD-directed treatment decisions are not yet a universally established standard of care. MRD monitoring complements, and does not replace, imaging, pathology and standard clinical surveillance.
STEP 1
TUMOUR CHARACTERISATION
STEP 2
PATIENT-SPECIFIC MOLECULAR INFORMATION
STEP 3
PERSONALISED ASSAY / PANEL DEVELOPMENT
STEP 4
LANDMARK BLOOD
STEP 5
LONGITUDINAL BLOOD MONITORING
A personalised workflow, not a catalogue product: the tracking strategy is built for one patient.
Precision Oncology Across the Cancer Journey
Precision oncology questions follow the patient’s journey. At diagnosis: what is this cancer, molecularly? During treatment planning: which biomarkers could inform the discussion? During and after treatment: what can we monitor? Each stage has its own question, and its own appropriate testing strategy.
1
Diagnosis / Molecular Characterisation
What else can we learn about this cancer?
2
Therapy-Selection Information
What else could help inform the treatment discussion?
3
Monitoring
What else can we monitor?
4
Reassessment
Sequential results interpreted in clinical context.
Genecast Precision Oncology Solutions
Different molecular questions require different testing strategies.
Accuflex works with Genecast to make these testing strategies available in Malaysia. The portfolio below is organised by the question each service helps address — not by panel size. A focused question may be answered by focused profiling; a broader molecular question may warrant comprehensive profiling. Neither is automatically better — the test follows the question.
DIAGNOSIS / MOLECULAR CHARACTERISATION
Genecast SarcoFUSE
RNA-based fusion profiling (437 genes) supporting sarcoma diagnosis and molecular characterisation, where translocation events are central to classification.
THERAPY-SELECTION / GENOMIC PROFILING
Genecast Focus
Focused DNA + RNA genomic profiling for situations where a defined set of clinically relevant biomarkers addresses the testing question. Targeted 41-gene panel including MSI-based biomarker assessment, for therapy selection in solid tumours.
Genecast Comprehensive
Broader DNA + RNA comprehensive genomic profiling for solid tumours, incorporating genomic biomarkers including TMB and MSI, where comprehensive profiling is appropriate. 769-gene panel for clinical situations where a broader molecular question warrants broader profiling.
Genecast PARPguide HRD
HRD assessment combining genomic-instability assessment with analysis of HRR genes including BRCA1/2, in ovarian, breast, prostate and pancreatic cancer contexts. HRD results are interpreted in the context of the cancer type and clinical situation, and HRD positivity does not by itself determine treatment.
LIQUID BIOPSY / PLASMA GENOMIC PROFILING
Genecast ctDNA Comprehensive
A blood-based route to genomic information where plasma profiling is clinically appropriate: 769-gene profiling of plasma ctDNA for solid tumours.
PERSONALISED MOLECULAR MONITORING
Genecast MinerVa Prime
A personalised, tumour-informed ctDNA MRD workflow: whole-exome-based tumour characterisation, development of a patient-specific tracking panel, landmark assessment and longitudinal blood monitoring over time.
Access Genecast Testing — Two Ways to Work With Us
NEED ACCESS TO TESTING?
GENECAST SINGAPORE TESTING SERVICE
Samples can be sent to the Genecast laboratory in Singapore for testing.
LOCAL LABORATORY IMPLEMENTATION
Selected precision-oncology workflows can also be evaluated for local laboratory implementation, depending on the assay, laboratory requirements and intended testing model.
ACCUFLEX DX SUPPORT
Both routes are supported end-to-end by Accuflex.
From Molecular Information to Implementation
Beyond sample logistics, Accuflex supports laboratories seeking to establish selected molecular testing capabilities locally.
— with Accuflex supporting the appropriate pathway. Depending on the assay and implementation model, support may include:
- Product / Application Consultation
- Workflow Evaluation
- Implementation Planning
- Installation
- Training
- Method Implementation
- Technical Support
- Troubleshooting
- Ongoing Reagent Supply
- Workflow Support
Our role is to help each laboratory choose the testing strategy that fits its clinical question, its workload and its operating model.
Explore Precision Oncology Insights
Explore practical educational resources covering molecular diagnostics, genomic testing and molecular monitoring.
Precision Oncology & Cancer Genomics
What Is Precision Oncology? Understanding What Genomic Testing Can — and Cannot — Tell Us About Cancer
Understand what cancer genomic testing can reveal, how molecular findings are interpreted, and why a detected alteration does not automatically identify a treatment.
Have a case, a question, or a testing requirement?
Our team works with oncologists, pathologists and laboratories across Malaysia to match the right testing strategy to the right question.
Discuss a Case With Our Team