CARAMEL: Personalizing Heart Risk in Women 40–60
Official title: CArdiovascular Risk Assessment Via Multimodal Data Analysis Enabling Personalised Prevention Strategies Targeting MEnopausaL Women - Observational Study
Run by Biogipuzkoa Health Research Institute · NCT07695376 · Data updated 2026-11-12
This observational study tests a personalized cardiovascular risk-stratification approach for women aged 40–60 using multi-source data and a digital self-management tool.
Quick facts
| Study type | Observational |
|---|---|
| Ages | 40 Years to 60 Years |
| Sex | Women only |
| Enrollment | 3000 (estimated) |
| Sponsor | Biogipuzkoa Health Research Institute Academic / other |
| Locations | 6 sites (Bogotá and 5 other locations) |
| Status | Recruiting |
| Started | March 16, 2026 |
| Main results expected | May 2028 |
| Study ends | November 2028 |
| Registry record updated | July 10, 2026 |
| Trial ID | NCT07695376 on ClinicalTrials.gov |
Is this trial a fit for you?
✓Likely a good fit
Women aged 40–60 who can provide informed consent, are covered by the local healthcare system, and have basic digital skills to use smartphones and wearables.
✕Probably not a fit
Individuals with severe comorbidity and a life expectancy under 24 months or those lacking the necessary digital tools may not benefit.
A plain-English reading of the study's rules. Only the study team can confirm whether you qualify.
What this trial studies
CARAMEL-OS is an observational project designed to refine a women-focused cardiovascular risk model developed under the Horizon Europe CARAMEL program. It collects socioeconomic, clinical, biochemical, imaging, and novel non-invasive data from about 3,000 women across six sites to improve prediction of cardiovascular risk during the menopausal transition. The study emphasizes multi-source data integration and aims to support decision-making with a mobile datApp that acts as a personalized companion for menopause-related cardiovascular health. It does not involve interventional treatments, but seeks to advance precision prevention strategies for women’s cardiovascular health. The consortium includes 25 organizations spanning clinical centers, technology partners, and ethics and communication experts to ensure comprehensive methodological rigor.
Why it matters
Potential benefit: If successful, the models could lead to more accurate, personalized cardiovascular risk predictions and better prevention strategies for women during the menopausal transition.
How similar studies have gone: Previous efforts in cardiovascular risk modeling for women have shown promise, but this project advances integration of multi-source data and menopause-specific factors in a large, prospective observational design.
Who can join: the full rules
Show full inclusion / exclusion criteria
Inclusion Criteria: * Women 40 to 60 years of age, at recruitment. * Ability to understand and complete the required informed consent for the study. * Women who are covered by the corresponding healthcare system operating at each clinical site. Exclusion Criteria: * Severe comorbidity with less than 24 months life expectancy. * Lack of basic digital skills to use or carry a smartphone and wearable devices.
Where it's running
-
Ethniko Kai Kapodistriako Panepistimio Athinon
Athens, Greece Recruiting -
Biogipuzkoa Health Research Institute
San Sebastián, Spain Recruiting -
Fundacion Para La Gestion de La Investigacion En Salud de Sevilla
Seville, Spain Recruiting -
Keralty SAS
Bogotá, Colombia Not yet recruiting -
Magdalena - Klinika Za Kardiovaskularne Bolesti Medicinskog Fakultetasveucilista J.J. Strossmayera U Osijeku Ustanova
Krapinske Toplice, Croatia Not yet recruiting -
Viesoji Istaiga Vilniaus Universiteto Ligonine Santaros Klinikos
Vilnius, Lithuania Not yet recruiting
Study contacts
- Study coordinator: Primary Care - OSIs Research Unit
- Email: unidadinvestigaciongip@osakidetza.eus
- Phone: (+34)943006086
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How to take part
- Review the eligibility criteria above with your treating physician.
- Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
- Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.