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Layer 6 of 21 · Six shared core layers

AccessMatch Actionable alterations and targetability.

AccessMatch is intended to identify which alterations have evidence connecting them to therapies, whether approved, guideline-referenced or investigational, and to prioritise them for the treating team's review.

Why it's needed

Which alterations may have treatment relevance or warrant further review?

Alterations organised by evidence strength and tumour-type match, ready for evaluation.

What it draws on

3 of 8 evidence domains.

Molecular & genomicClinical contextEvidence ecosystemAnnotated somatic alterations, the diagnosis and the current evidence base.

What it produces

Potentially relevant alterations, evidence and review priorities.

Explain how findings are connected to evidence about targetability and options for evaluation.

Why it's essential

Layer 6 of 21.

The main contributor to the treatment-options section of the report. It also passes biomarker context to TrialGraph for investigational options and is read alongside ResistMap and ToxCast.

1 · What it does

What AccessMatch does

AccessMatch is intended to identify which alterations have evidence connecting them to therapies, whether approved, guideline-referenced or investigational, and to prioritise them for the treating team's review.

2 · Scientific question

The question it addresses

Which alterations may have treatment relevance or warrant further review?

Intended function

Explain how findings are connected to evidence about targetability and options for evaluation.

3 · Data inputs and required context

What it draws on

  • 01 Molecular & genomic
  • 03 Clinical context
  • 08 Evidence ecosystem

Annotated somatic alterations, the diagnosis and the current evidence base.

4 · Scientific basis

The science behind it

Scientific basis

Actionability is usually expressed with tiered evidence systems that consider the cancer type, the specific variant and the strength of evidence, which ranges from regulatory approval and guidelines to clinical trials, case reports and preclinical data. The same variant can carry very different evidence in different tumour types.

5 · Output and evidence sources

What it produces

Main output

Potentially relevant alterations, evidence and review priorities.

Output type

  • Evidence-linked interpretation. Connects a finding to published or curated evidence, which has a source and a date.

6 · Why it\u2019s essential

How it powers the Twin

The main contributor to the treatment-options section of the report. It also passes biomarker context to TrialGraph for investigational options and is read alongside ResistMap and ToxCast.

Report section

Capability

Explore

Review treatment-relevant evidence, resistance-related findings and potential trial matches.

7 · Why it\u2019s needed

What it changes — for doctors, patients and researchers

Clinicians

Alterations organised by evidence strength and tumour-type match, ready for evaluation.

Doctor & Clinical Team

Patients & caregivers

A 'match' is something to discuss with the oncologist, not a prescription.

Patient & Caregiver

Researchers

Where evidence gaps exist between a molecular finding and a therapy.

Industry & Research

8 · Dependencies and limitations

Limitations

  • A potential match is not a treatment recommendation, an eligibility confirmation or proof of benefit.
  • Approval status and access differ between countries and change over time.
  • Evidence for a variant in one tumour type cannot simply be transferred to another.

9 · Review and uncertainty

How the output is handled

Output status

An AI-assisted analytical output presented as structured findings for clinician review. It becomes part of a report only after the treating oncologist has reviewed and signed it.

How uncertainty is communicated

Each association shows its evidence level, whether the tumour type matches the evidence, and the date the evidence was checked.

10 · Claim boundary

What this layer does not establish

It does not establish that a therapy will work, that it is approved for the patient's indication, or that it is appropriate for the patient.

The treating oncologist owns every decision. Every Twin report is reviewed and signed by the treating oncologist, then taken to KPCIRC's Molecular Tumour Board.

KPCIRC sign-off process

Continue the journey

Longitudinal monitoring

Every change goes in.

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