Preventive Diagnostics

Understanding health risk earlier.

GenoGraph Diagnostics is an emerging UK diagnostics company focused on preventive diagnostics for lifestyle-related disease, beginning with prediabetes and Type 2 diabetes.

Current focus: Prediabetes & Type 2 diabetesInvestigating how additional biological information could support earlier and more personalised preventive risk assessment.
Advanced molecular biomarker researchExploring circulating molecular signatures associated with metabolic and gene-regulatory pathways.
Scalable research directionLonger-term expansion towards cardiometabolic risk, microvascular and macrovascular complications, and other lifestyle-related disease areas.
Research & development stage · not yet commercially available
Diagnostic Landscape

Established assessment and the emerging molecular layer.

Current healthcare combines recognised clinical and anthropometric risk factors with established biochemical measures such as HbA1c and fasting plasma glucose. GenoGraph is investigating an additional biological layer: circulating molecular signatures associated with metabolic and gene-regulatory pathways.

ESTABLISHED ASSESSMENT

Clinical · Anthropometric · Biochemical

Risk factors, BMI and other clinical information help identify people who may benefit from further assessment, while HbA1c, fasting plasma glucose and other established tests provide essential information about metabolic and glycaemic status.

ADVANCED PREVENTIVE BIOMARKER RESEARCH

Molecular · Metabolic · Regulatory

GenoGraph is investigating whether risk-associated molecular changes could provide useful additional information earlier in the disease pathway.

The aim is more personalised preventive risk assessment alongside established clinical testing, not as a replacement for it.

GenoGraph research question: Can established clinical, anthropometric and biochemical information be complemented by molecular risk-associated information to improve future preventive risk assessment?
Disease does not begin with a diagnosis. What if we could investigate the molecular signals changing along the journey — and learn whether they can help us understand risk earlier?
Established healthcareGenoGraph current R&DFuture research direction

Research-stage concept: This is a simplified conceptual pathway, not a fixed biological timeline. GenoGraph is investigating whether selected molecular biomarkers can provide useful additional risk information alongside established clinical assessment.

Scientific basis & sources for this concept
  • NICE — Type 2 diabetes: prevention in people at high risk (PH38): risk scores, BMI and venous HbA1c / fasting plasma glucose are used in identifying people at high risk and possible Type 2 diabetes. View NICE guidance →
  • NICE — Type 2 diabetes in adults (NG28 / QS209): HbA1c monitoring and regular care processes are established components of Type 2 diabetes management and complication monitoring. View NICE quality standard →
  • OHID Diabetes Profile, April 2026: England estimates for non-diabetic hyperglycaemia and diagnosed Type 2 diabetes, including younger adults. View OHID statistics →
  • FDA–NIH BEST Resource: recognises susceptibility/risk biomarkers as biomarkers indicating potential for developing a disease or condition before clinically apparent disease. View BEST definition →
  • NHS — Type 2 diabetes complications: describes vascular, eye, kidney and foot complications and the importance of ongoing assessment. View NHS information →
Prediabetes & Type 2 Diabetes

Did you know?

Official public-health data show a substantial population living with non-diabetic hyperglycaemia (often described as prediabetes) and Type 2 diabetes in England, including younger adults.

5.7m

Around 5.7 million adults in England were estimated to have non-diabetic hyperglycaemia in 2021.

12.7%

Estimated prevalence of non-diabetic hyperglycaemia among adults in England.

152,000+

Just over 152,000 adults aged 19–39 in England had diagnosed Type 2 diabetes as of March 2024.

40–74

Eligible adults in this age range are routinely invited for an NHS Health Check, generally every five years.

Why prevention matters: Prediabetes often has no symptoms. Identifying increased risk creates an opportunity for preventive action, while earlier-onset Type 2 diabetes is associated with greater lifetime risk of complications and adverse cardiovascular outcomes. GenoGraph Diagnostics is researching approaches to earlier preventive health-risk assessment, including the potential value of additional molecular information in younger adults.

Sources: OHID Diabetes Profile, April 2026   |   NHS Health Check   |   OHID NHS Health Check Profile   |   Diabetes UK — Prediabetes

Crown copyright information reused under the Open Government Licence v3.0.

About GenoGraph

Building towards more proactive healthcare.

GenoGraph Diagnostics is an emerging UK diagnostics company developing a future-facing approach to preventive diagnostics for lifestyle-related disease.

Our current focus is prediabetes and Type 2 diabetes, with a longer-term research direction spanning cardiometabolic risk and related complications.

We are exploring blood-based molecular approaches that could contribute to earlier, more personalised understanding of health risk. The underlying preventive-diagnostics model is intended to be scalable across healthcare settings and, where evidence supports it, potentially applicable beyond the UK.

Scientific origin: The concept behind GenoGraph developed from postgraduate research in Medical Genomics focused on the molecular pathology of prediabetes and has continued towards further biomarker research and analytical development with academic scientific support.

Our Approach

From blood sample to molecular insight.

GenoGraph is exploring advanced liquid-biopsy approaches as a foundation for future preventive diagnostics, investigating circulating molecular information associated with metabolic health, biological regulation and gene-regulatory pathways.

01

Blood

A minimally invasive blood sample can provide access to circulating biological information.

02

Liquid biopsy

We investigate molecular information present within blood without relying on a single conventional measurement.

03

Analysis

Selected biological signals can be studied using laboratory and computational approaches to investigate patterns associated with metabolic health.

04

Risk assessment

Our research asks whether these molecular patterns could contribute to evidence-based, earlier and more personalised risk assessment.

Biomarker research → Analytical development → Pilot validation → Clinical validation → Regulatory pathway → Healthcare evaluation
Help Shape The Future

What if understanding your health risk could start earlier?

Our public survey explores attitudes among UK adults aged 18–39 towards earlier preventive risk assessment and a future blood-based diagnostic approach.

Your opinion can help shape what comes next. Tell us what you think about advanced molecular biomarkers, preventive blood testing and earlier personalised risk information.

Open survey in new window
Be Part Of The Research

Help shape the future of preventive diagnostics.

GenoGraph Diagnostics is working towards the research and clinical validation of new approaches to earlier health-risk assessment.

As our research develops, we hope to work with volunteers who are interested in contributing to the development of preventive healthcare diagnostics for the next generation.

Interested in future research opportunities?

Register your interest and we can let you know about opportunities to participate as our research programme develops.

Registering your interest does not enrol you in a research study. Any future study involving participants or biological samples would be conducted under the appropriate research protocol, consent, ethical and governance requirements.

Please do not provide medical or health information in this form.

Thank you. Your interest in future GenoGraph research opportunities has been registered.
Preventive Healthcare Direction

From sickness to prevention.

Aligned with the future direction of the NHS

The Government's 10 Year Health Plan for England identifies a major shift “from sickness to prevention”, alongside greater use of innovation and personalised approaches to healthcare.

GenoGraph's research direction is aligned with this preventive vision. In the future, molecular risk information could be evaluated as a complementary layer alongside established primary-care risk assessment, high-risk monitoring and programmes such as the NHS Diabetes Prevention Programme.

Identify risk earlier→Personalise prevention→Reduce progression & complications

10 Year Health Plan for England →   ·   NHS Diabetes Prevention Programme →   ·   Primary-care QOF guidance →

A scalable preventive-diagnostics outlook

Prediabetes, Type 2 diabetes and related cardiometabolic conditions are global challenges. GenoGraph's longer-term vision is to develop an evidence-based preventive-diagnostics platform that could be adapted to different healthcare settings as the scientific and clinical evidence develops.

UK research and validation first. Wider application where future evidence, regulation and healthcare need support it.

Healthcare & Research

Building through collaboration.

The development of preventive diagnostics requires collaboration across biomedical research, laboratory science and healthcare — from biomarker discovery and analytical validation through to clinical evaluation and future implementation.

RESEARCH

Universities & Researchers

Opportunities for biomarker research, validation and translational collaboration.

HEALTHCARE

Healthcare Providers

Exploring future pathways towards clinical evaluation and healthcare implementation.

PARTNERSHIPS

Collaborate with us

We welcome conversations with organisations interested in preventive diagnostics.

Frequently Asked Questions

Clear information about our current stage.

Is the GenoGraph test available now?

No. GenoGraph Diagnostics is currently in research and development. Its diagnostic technology is not yet commercially available.

What is the preventive health survey for?

The survey is being used to understand public attitudes towards earlier preventive health-risk assessment and new approaches to preventive blood testing.

How is GenoGraph's research different from established glucose testing?

Established tests such as blood glucose and HbA1c provide essential information about current glucose regulation. GenoGraph is investigating an additional biological layer: circulating molecular signatures associated with metabolic and gene-regulatory pathways. Our research asks whether these risk-associated molecular changes could provide useful additional information earlier in the disease pathway, alongside established clinical testing.

Can I volunteer for GenoGraph research?

You can register your interest in hearing about future research opportunities. Registering interest does not enrol you in a study.

Will registering as a volunteer provide me with a diagnosis or test result?

No. The current registration is only an expression of interest in future research opportunities and is not a diagnostic service or a research study.

Contact

Let's build the future of preventive diagnostics.

For research, healthcare, partnership or general enquiries, contact GenoGraph Diagnostics.

genographdiagnostics@outlook.com
Privacy & Cookies

Your privacy matters.

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Survey

The GenoGraph preventive health survey is provided through Google Forms. Information submitted through the form is subject to Google's privacy practices. Survey responses are not intentionally transmitted to Meta through this website.

Future research interest

The volunteer-interest form collects only the information you choose to provide so that GenoGraph Diagnostics can contact you about future research opportunities. Please do not submit medical or health information through this form. Registering interest does not enrol you in a research study.

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Development status: GenoGraph Diagnostics is currently in research and development. Its diagnostic technology is not yet commercially available. Information on this website describes the current research and development direction and should not be interpreted as medical advice or as a diagnostic service.