EpigeneticsMET-SELSNCT07631624
Methylated Biomarkers of Smoking as a Selection Tool in Participants for Lung Cancer Screening
A study testing DNA-methylation in saliva in people with Epigenetics and DNA Methylation, run by University Hospital, Antwerp at 1 site in Belgium.
Trial summary
The MET-SELS study aims to revolutionize how we identify individuals for lung cancer screening by moving beyond the limitations of self-reported smoking history. Currently, eligibility for low-dose CT (LDCT) scans relies on "pack-years"-a metric often compromised by recall bias, under-reporting, and an inability to… Read more about this study
- Who is it for?
- Ages 50 years and olderHealthy volunteers can take part
- Conditions the study is for
- Epigenetics, DNA Methylation, Lung Cancer Screening
- What is being tested?
- DNA-methylation in saliva
- Could I receive a placebo?
- No, everyone receives an active treatment
- How many people
- 1,000 participants
- Where
- 1 siteBelgium
- Study dates
- 4 Oct 2025to 1 Jan 2028
- Phase
- Interventional
- Are there results?
- Not yet: the study is under way
Key requirements
Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.
- Ages 50 years and older
- All sexes
- Healthy volunteers accepted
- Adult, Older adult
Who may be able to join
- Age: Must be > 50 years of age
- Smoking History: Includes individuals with and without a smoking history
- Cohort 2: ZORALCS-study participants
- Age: 55-74 years old
- Smoking History: Includes individuals with a smoking history
Who cannot join
None listed.
Trial locations and contacts
1 site in 1 country. Contact the study team or a site near you to ask about taking part.
Belgium1 site, 1 recruiting
- Recruiting
Antwerp University Hospital
Antwerp, Antwerpen, 2650
Charlotte Theuns, 0470274088, charlotte.theuns@hotmail.com
About this study
The MET-SELS study aims to revolutionize how we identify individuals for lung cancer screening by moving beyond the limitations of self-reported smoking history. Currently, eligibility for low-dose CT (LDCT) scans relies on "pack-years"-a metric often compromised by recall bias, under-reporting, and an inability to account for the biological nuances of smoke inhalation or environmental exposure. Consequently, current criteria miss nearly half of incidental lung cancers.
To bridge this gap, the study investigates DNA methylation as a stable, objective "biological footprint" of smoking. Unlike short-term biomarkers like nicotine or CO levels, specific epigenetic changes in genes such as AHRR and F2RL3 persist long after cessation and correlate accurately with cumulative tobacco exposure.
Read more
Led by Professor Dr. Annemiek Snoeckx and a multidisciplinary team at UZA and the Centre for Medical Genetics, the research will analyze saliva samples from two groups: roughly 900 participants from the ZORALCS screening trial and 150 volunteers. By comparing saliva-derived genomic signatures against both self-reported data and professional interviews, the team aims to validate a panel of methylation markers that can pinpoint high-risk individuals with far greater precision.
The ultimate vision for MET-SELS is to implement a population-based "saliva-first" triage system, similar to the FIT test used for colorectal cancer. In this model, high-risk candidates would provide a saliva sample at home; only those with a confirmed epigenetic risk profile would be invited for a LDCT scan, significantly increasing the yield of early-stage lung cancer detection while streamlining healthcare resources.
Read the detailed description
The MET-SELS study represents a sophisticated paradigm shift in oncology and preventive medicine, aiming to solve one of the most persistent challenges in lung cancer screening (LCS): the accurate identification of the high-risk population. Currently, global screening protocols-which rely on low-dose CT (LDCT) scans-target individuals based on "categorical smoking criteria," typically defined by age and a history of at least 30 pack-years. However, as the MET-SELS researchers argue, these criteria are fundamentally flawed. They are largely arbitrary, susceptible to significant recall and volunteer bias, and fail to capture the biological reality of smoking behavior, such as inhalation depth, nicotine retention, or the compounding effects of second-hand smoke. Because current methods only capture approximately 50% of incidental lung cancers, there is a critical need for a "bias-proof" and biologically grounded selection tool.
To address this, the study, led by Principal Investigator Professor Dr. Annemiek Snoeckx and a multidisciplinary team including Professors Ken Op de Beeck, Guy Van Camp, and Jan van Meerbeeck, turns to the cutting-edge field of epigenetics. The central hypothesis is that tobacco smoke leaves a permanent and quantifiable "molecular scar" on the human genome through DNA methylation. While traditional biomarkers like carbon monoxide in exhaled breath or cotinine in serum only reflect short-term nicotine exposure-and can be easily masked by temporary abstinence or nicotine replacement therapy-DNA methylation patterns in specific genes are remarkably robust. Specifically, the study focuses on a panel of genes including AHRR, F2RL3, and ALPPL2. Research has shown that people who smoke or used to smoke exhibit significantly lower methylation levels at the AHRR site (cg05575921) compared to people who never smoked. Crucially, while some of these epigenetic markers begin to reverse upon quitting, others remain stable for more than 30 years after cessation, providing a reliable "biological ledger" of a person's lifetime tobacco exposure and their true risk profile.
The methodology of the MET-SELS study is designed for high statistical power and clinical relevance. It utilizes two distinct cohorts: Cohort 1 consists of 850-900 participants from the ZORALCS screening implementation study at UZA, and Cohort 2 includes 150 volunteers aged 50 and older, covering a spectrum of smoking histories. Participants provide a simple 2 ml saliva sample, which is far less invasive and more cost-effective for mass screening than blood-based liquid biopsies. These samples undergo rigorous genomic and methylomic analysis at the Centre for Medical Genetics, employing techniques such as whole-genome sequencing (WGS) and quantitative methylation-specific PCR (qMSP). These biological results are then cross-referenced against two types of behavioral data: self-reported questionnaires and intensive, structured interviews led by specialized healthcare providers. By using ROC analysis and linear regression, the study aims to validate how accurately these salivary biomarkers can predict smoking status, pack-years, and duration of abstinence compared to traditional reporting.
The long-term vision of MET-SELS is nothing short of a total transformation of public health policy. The researchers aim to validate a "saliva-first" triage model for lung cancer, analogous to the FIT (Fecal Immunochemical Test) used in colorectal cancer screening. In this envisioned future, a saliva collection kit would be mailed to the target-age population; only those whose epigenetic signature reveals a high-risk profile would be invited for a clinical LDCT scan. This approach would not only improve the yield of early-stage lung cancer detection but also significantly enhance the cost-effectiveness of screening programs by excluding low-risk individuals who are currently selected based on inaccurate self-reporting. By replacing subjective anecdotes with objective genomic data, the MET-SELS study paves the way for a more precise, equitable, and effective era of cancer prevention.
- Conditions
- Epigenetics, DNA Methylation, Lung Cancer Screening, Risk Stratification With Biomarker, Saliva
- Being tested
- DNA-methylation in saliva
- Keywords
- DNA-methylation, Lung Cancer Screening, Risk stratification, Smoking, Saliva
- Medical subject headings
- Smoking
What participants receive
What participants receive. In a randomised study each person is assigned to one group by chance.
DNA-methylation in salivaGenetic
Participants provide a simple 2 ml saliva sample, which is far less invasive and more cost-effective for mass screening than blood-based liquid biopsies. These samples undergo rigorous genomic and methylomic analysis at the Centre for Medical Genetics, employing techniques such as whole-genome sequencing (WGS) and quantitative methylation-specific PCR (qMSP). These biological results are then cross-referenced against two types of behavioral data: self-reported questionnaires and intensive, structured interviews led by specialized healthcare providers. By using ROC analysis and linear regression, the study aims to validate how accurately these salivary biomarkers can predict smoking status, pack-years, and duration of abstinence compared to traditional reporting.
| Study group | Role | What they receive |
|---|---|---|
| Cohort - volunteers | Experimental | Reference group: people who smoked less than 10 years Receives: Genetic: DNA-methylation in saliva |
| Cohort: Lung cancer screening participants | Experimental | Participants of the ZORALCS-study Receives: Genetic: DNA-methylation in saliva |
What is being measured
The primary outcome is the main question the study is designed to answer.
DNA-methylation
DNA Methylation Status, measured as a continuous variable across a panel of specific genes (e.g., AHRR, F2RL3, ALPPL2).
Measured: 3 years
Secondary outcomes (1)
Comparative smoking accuracy
Self-reported vs. Interview-based Accuracy: Comparing how well the DNA markers correlate with the participant's own questionnaire answers versus the data gathered by a specialized healthcare professional
Measured: 2 years
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted8 Jun 2026
- Study start4 Oct 2025
- Primary completion1 Jan 2027 (estimated)
- Study completion1 Jan 2028 (estimated)
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Other trials for EpigeneticsStudies of the same condition, open and under way.
- More trials run by University Hospital, AntwerpThe sponsor's other registered studies.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
More details
For doctors and researchers: how the study is designed, who runs it, and its registry IDs.
Study design
- Study type
- Interventional
- Phase
- Phase N/A
- Primary purpose
- Screening
- Allocation
- Non-randomised
- Intervention model
- Single group
- Masking
- None (open label)
- Enrolment
- 1,000 participants (estimated)
Sponsor and investigators
- Lead sponsor
- University Hospital, Antwerp
- Sponsor type
- University, hospital or other
- Collaborators
- Universiteit Antwerpen
- Responsible party
- Sponsor
- Investigators
- Annemiek Snoeckx, MD, PhD, Principal investigator, University Of Antwerp / Antwerp University Hospital
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT07631624
- Sponsor's protocol ID
- 4607
- Other IDs
- 4607
- Acronym
- MET-SELS
- Status last verified
- Apr 2026
- First submitted
- 4 May 2026
- Last updated
- 8 Jun 2026
- Results posted
- No
- Data monitoring committee
- Yes
- FDA-regulated drug
- No
- FDA-regulated device
- No
Study at a glance
From the registry record, last updated by the sponsor on 8 Jun 2026. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- Methylated Biomarkers of Smoking as a Selection Tool in Participants for Lung Cancer Screening
- ClinicalTrials.gov ID
- NCT07631624
- Acronym / sponsor ID
- MET-SELS / 4607
- Conditions
- Epigenetics, DNA Methylation, Lung Cancer Screening, Risk Stratification With Biomarker, Saliva
- Keywords
- DNA-methylation, Lung Cancer Screening, Risk stratification, Smoking, Saliva
- Study type
- Interventional
- Recruitment status
- Recruiting
- Enrolment
- 1,000 participants (estimated)
- Lead sponsor
- University Hospital, AntwerpUniversity, hospital or other
- Collaborators
- Universiteit Antwerpen
- Study start
- 4 Oct 2025 (actual)
- Primary completion
- 1 Jan 2027 (estimated)
- Study completion
- 1 Jan 2028 (estimated)
- First posted
- 8 Jun 2026 (actual)
- Results
- Not posted in the source record
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
The MET-SELS study aims to revolutionize how we identify individuals for lung cancer screening by moving beyond the limitations of self-reported smoking history. Currently, eligibility for low-dose CT (LDCT) scans relies on "pack-years"-a metric often compromised by recall bias, under-reporting, and an inability to account for the biological nuances of smoke inhalation or environmental exposure. Consequently, current criteria miss nearly half of incidental lung cancers.
To bridge this gap, the study investigates DNA methylation as a stable, objective "biological footprint" of smoking. Unlike short-term biomarkers like nicotine or CO levels, specific epigenetic changes in genes such as AHRR and F2RL3 persist long after cessation and correlate accurately with cumulative tobacco exposure.
Led by Professor Dr. Annemiek Snoeckx and a multidisciplinary team at UZA and the Centre for Medical Genetics, the research will analyze saliva samples from two groups: roughly 900 participants from the ZORALCS screening trial and 150 volunteers. By comparing saliva-derived genomic signatures against both self-reported data and professional interviews, the team aims to validate a panel of methylation markers that can pinpoint high-risk individuals with far greater precision.
The ultimate vision for MET-SELS is to implement a population-based "saliva-first" triage system, similar to the FIT test used for colorectal cancer. In this model, high-risk candidates would provide a saliva sample at home; only those with a confirmed epigenetic risk profile would be invited for a LDCT scan, significantly increasing the yield of early-stage lung cancer detection while streamlining healthcare resources.
Detailed description
The MET-SELS study represents a sophisticated paradigm shift in oncology and preventive medicine, aiming to solve one of the most persistent challenges in lung cancer screening (LCS): the accurate identification of the high-risk population. Currently, global screening protocols-which rely on low-dose CT (LDCT) scans-target individuals based on "categorical smoking criteria," typically defined by age and a history of at least 30 pack-years. However, as the MET-SELS researchers argue, these criteria are fundamentally flawed. They are largely arbitrary, susceptible to significant recall and volunteer bias, and fail to capture the biological reality of smoking behavior, such as inhalation depth, nicotine retention, or the compounding effects of second-hand smoke. Because current methods only capture approximately 50% of incidental lung cancers, there is a critical need for a "bias-proof" and biologically grounded selection tool.
To address this, the study, led by Principal Investigator Professor Dr. Annemiek Snoeckx and a multidisciplinary team including Professors Ken Op de Beeck, Guy Van Camp, and Jan van Meerbeeck, turns to the cutting-edge field of epigenetics. The central hypothesis is that tobacco smoke leaves a permanent and quantifiable "molecular scar" on the human genome through DNA methylation. While traditional biomarkers like carbon monoxide in exhaled breath or cotinine in serum only reflect short-term nicotine exposure-and can be easily masked by temporary abstinence or nicotine replacement therapy-DNA methylation patterns in specific genes are remarkably robust. Specifically, the study focuses on a panel of genes including AHRR, F2RL3, and ALPPL2. Research has shown that people who smoke or used to smoke exhibit significantly lower methylation levels at the AHRR site (cg05575921) compared to people who never smoked. Crucially, while some of these epigenetic markers begin to reverse upon quitting, others remain stable for more than 30 years after cessation, providing a reliable "biological ledger" of a person's lifetime tobacco exposure and their true risk profile.
The methodology of the MET-SELS study is designed for high statistical power and clinical relevance. It utilizes two distinct cohorts: Cohort 1 consists of 850-900 participants from the ZORALCS screening implementation study at UZA, and Cohort 2 includes 150 volunteers aged 50 and older, covering a spectrum of smoking histories. Participants provide a simple 2 ml saliva sample, which is far less invasive and more cost-effective for mass screening than blood-based liquid biopsies. These samples undergo rigorous genomic and methylomic analysis at the Centre for Medical Genetics, employing techniques such as whole-genome sequencing (WGS) and quantitative methylation-specific PCR (qMSP). These biological results are then cross-referenced against two types of behavioral data: self-reported questionnaires and intensive, structured interviews led by specialized healthcare providers. By using ROC analysis and linear regression, the study aims to validate how accurately these salivary biomarkers can predict smoking status, pack-years, and duration of abstinence compared to traditional reporting.
The long-term vision of MET-SELS is nothing short of a total transformation of public health policy. The researchers aim to validate a "saliva-first" triage model for lung cancer, analogous to the FIT (Fecal Immunochemical Test) used in colorectal cancer screening. In this envisioned future, a saliva collection kit would be mailed to the target-age population; only those whose epigenetic signature reveals a high-risk profile would be invited for a clinical LDCT scan. This approach would not only improve the yield of early-stage lung cancer detection but also significantly enhance the cost-effectiveness of screening programs by excluding low-risk individuals who are currently selected based on inaccurate self-reporting. By replacing subjective anecdotes with objective genomic data, the MET-SELS study paves the way for a more precise, equitable, and effective era of cancer prevention.
Study design
- Primary purpose
- Screening
- Allocation
- Non-randomised
- Intervention model
- Single group
- Masking
- None (open label)
- Number of arms
- 2
| Arm | Type | Receives |
|---|---|---|
| Cohort - volunteers | Experimental | Genetic: DNA-methylation in salivaReference group: people who smoked less than 10 years |
| Cohort: Lung cancer screening participants | Experimental | Genetic: DNA-methylation in salivaParticipants of the ZORALCS-study |
Who may qualify
- Ages
- 50 years and older
- Sex
- All
- Healthy volunteers
- Accepted
- Age groups
- Adult, Older adult
Key inclusion criteria (5 listed)
- Age: Must be > 50 years of age
- Smoking History: Includes individuals with and without a smoking history
- Cohort 2: ZORALCS-study participants
- Age: 55-74 years old
- Smoking History: Includes individuals with a smoking history
Key exclusion criteria (0 listed)
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Interventions
| Intervention | Type | Arms |
|---|---|---|
| DNA-methylation in salivaParticipants provide a simple 2 ml saliva sample, which is far less invasive and more cost-effective for mass screening than blood-based liquid biopsies. These samples undergo rigorous genomic and methylomic analysis at the Centre for Medical Genetics, employing techniques such as whole-genome sequencing (WGS) and quantitative methylation-specific PCR (qMSP). These biological results are then cross-referenced against two types of behavioral data: self-reported questionnaires and intensive, structured interviews led by specialized healthcare providers. By using ROC analysis and linear regression, the study aims to validate how accurately these salivary biomarkers can predict smoking status, pack-years, and duration of abstinence compared to traditional reporting. | Genetic | Cohort - volunteers, Cohort: Lung cancer screening participants |
Primary outcome
DNA-methylation
Time frame: 3 years
DNA Methylation Status, measured as a continuous variable across a panel of specific genes (e.g., AHRR, F2RL3, ALPPL2).
1 secondary outcome
Comparative smoking accuracy
Time frame: 2 years
Results and safety
This study is still under way. Results are not available in the source record yet.
Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 8 Jun 2026.
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Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part.
Annemiek Snoeckx, MD, PhD principal investigator
University Of Antwerp / Antwerp University Hospital
1 site in 1 country: see every site and its status.
Questions about this trial
What is this clinical trial studying?
A study testing DNA-methylation in saliva in people with Epigenetics and DNA Methylation, run by University Hospital, Antwerp at 1 site in Belgium.
The full registered description is in the About this study section and the official record.
Who may be eligible to take part?
The sponsor lists 5 inclusion and 0 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.
Is this clinical trial currently recruiting?
The record says: looking for participants now, as of the sponsor's last update on 8 Jun 2026. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 1 site in Belgium. Whether a site is taking part right now should be confirmed with that site. See every site.
What are the possible benefits and risks?
They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.
Are results available for this study?
This study is still under way. Results are not available in the source record yet.
How can a doctor refer a patient or contact the research team?
Contact Charlotte Theuns (+32470274088, charlotte.theuns@uantwerpen.be), or a site near the patient. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
DNA-methylation (time frame: 3 years). It is what the study was designed to measure, not a finding.
Where can I read the original study information?
Does a listing mean the treatment is approved or proven to work?
No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.
How often is this information updated?
AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 8 Jun 2026.