Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Review
. 2025 Jul 24;25(15):4585.
doi: 10.3390/s25154585.

Advancements in Sensor Technology for Monitoring and Management of Chronic Coronary Syndrome

Affiliations
Review

Advancements in Sensor Technology for Monitoring and Management of Chronic Coronary Syndrome

Riccardo Cricco et al. Sensors (Basel). .

Abstract

Chronic Coronary Syndrome (CCS) significantly impacts quality of life and increases the risk of adverse cardiovascular events, remaining the leading cause of mortality worldwide. The use of sensor technology in medicine is emerging as a promising approach to enhance the management and monitoring of patients across a wide range of diseases. Recent advancements in engineering and nanotechnology have enabled the development of ultra-small devices capable of collecting data on critical physiological parameters. Several sensors integrated in wearable and implantable devices, instruments for exhaled gas analysis, smart stents and tools capable of real time biochemical analysis have been developed, and some of them have demonstrated to be effective in CCS management. Their application in CCS could provide valuable insights into disease progression, ischemic events, and patient responses to therapy. Moreover, sensor technologies can support the personalization of treatment plans, enable early detection of disease exacerbations, and facilitate prompt interventions, potentially reducing the need for frequent hospital visits and unnecessary invasive diagnostic procedures such as coronary angiography. This review explores sensor integration in CCS care, highlighting technological advances, clinical potential, and implementation challenges.

Keywords: cardiovascular diseases; chronic coronary syndrome; coronary artery disease; device; sensor; technology.

PubMed Disclaimer

Conflict of interest statement

The authors declare no conflict of interest.

Figures

Figure 1
Figure 1
Example of utilizing sensors for the management of CCS. Sensors generate a large amount of data that are processed by artificial intelligence and interpreted by a physician.
Figure 2
Figure 2
Barriers and Solutions in Sensor-Based CCS Monitoring: A Roadmap for Equitable and Effective Integration. CCS (Chronic Coronary Syndrome), ECG (electrocardiogram), PPG (photoplethysmography), BMI (body mass index), EHR (electronic health record), AI (artificial intelligence), ML (machine learning), XAI (explainable artificial intelligence), LMICs (low- and middle-income countries), mHealth (mobile health), CNN (convolutional neural network), RNN (recurrent neural network), FHIR (fast healthcare interoperability resources).

References

    1. Vrints C., Andreotti F., Koskinas K.C., Rossello X., Adamo M., Ainslie J., Banning A.P., Budaj A., Buechel R.R., Chiariello G.A., et al. 2024 ESC Guidelines for the Management of Chronic Coronary Syndromes. Eur. Heart. J. 2024;45:3415–3537. doi: 10.1093/eurheartj/ehae177. - DOI - PubMed
    1. Safiri S., Karamzad N., Singh K., Carson-Chahhoud K., Adams C., Nejadghaderi S.A., Almasi-Hashiani A., Sullman M.J.M., Mansournia M.A., Bragazzi N.L., et al. Burden of Ischemic Heart Disease and Its Attributable Risk Factors in 204 Countries and Territories, 1990–2019. Eur. J. Prev. Cardiol. 2022;29:420–431. doi: 10.1093/eurjpc/zwab213. - DOI - PubMed
    1. Virani S.S., Newby L.K., Arnold S.V., Bittner V., Brewer L.C., Demeter S.H., Dixon D.L., Fearon W.F., Hess B., Johnson H.M., et al. 2023 AHA/ACC/ACCP/ASPC/NLA/PCNA Guideline for the Management of Patients With Chronic Coronary Disease: A Report of the American Heart Association/American College of Cardiology Joint Committee on Clinical Practice Guidelines. Circulation. 2023;148:e9–e119. doi: 10.1161/CIR.0000000000001168. - DOI - PubMed
    1. Du L., Cheng Z., Zhang Y., Li Y., Mei D. The Impact of Medication Adherence on Clinical Outcomes of Coronary Artery Disease: A Meta-Analysis. Eur. J. Prev. Cardiol. 2017;24:962–970. doi: 10.1177/2047487317695628. - DOI - PubMed
    1. Beck R.W., Riddlesworth T., Ruedy K., Ahmann A., Bergenstal R., Haller S., Kollman C., Kruger D., McGill J.B., Polonsky W., et al. Effect of Continuous Glucose Monitoring on Glycemic Control in Adults with Type 1 Diabetes Using Insulin Injections: The DIAMOND Randomized Clinical Trial. JAMA. 2017;317:371–378. doi: 10.1001/jama.2016.19975. - DOI - PubMed

LinkOut - more resources