Evidence map›Paper›PMID 41773080›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Intrinsic PPG-ECG Coupling for Accurate and Low-Power Blood Pressure Monitoring.

Sitong Chen, Hua Luo, Zhentao Yao, Zhou Jiang, Xiaodong Wu, Hanmin Liu

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Sitong ChenDepartment of Pediatric Pulmonology and Immunology, West China Second University Hospital, Sichuan University, Chengdu, China.
Hua LuoSchool of Mechanical Engineering, Sichuan University, Chengdu, China.
Zhentao YaoSchool of Mechanical Engineering, Sichuan University, Chengdu, China.
Zhou JiangNHC Key Laboratory of Chronobiology, Sichuan University, Chengdu, China.
Xiaodong WuSchool of Mechanical Engineering, Sichuan University, Chengdu, China.ORCID https://orcid.org/0000-0002-8005-6738
Hanmin LiuDepartment of Pediatric Pulmonology and Immunology, West China Second University Hospital, Sichuan University, Chengdu, China.

Funding

Fundamental Research Funds for the Central Universities SCU2023D022Fundamental Research Funds for the Central Universities SCU2024D022Joint Fund for Regional Innovation and Development of the National Natural Science Foundation of China U21A20333Sichuan Science and Technology Program 2024YFFK0133State Key Research and Development Project of the Ministry of Science and Technology of Sichuan Province 2024YFFK0071Transformation Foundation of Tianfu Jincheng Laboratory 2025ZH010
6 · The paper itself

Abstract

Long-term, continuous blood pressure (BP) monitoring is of great clinical importance for the early diagnosis and dynamic assessment of cardiovascular diseases. Conventional BP monitoring methods based on pulse transit time (PTT) typically rely on at least two independent signal channels. However, multi-signal processing introduces synchronization errors and inaccuracies in fiducial point detection, thereby limiting the accuracy and efficiency of BP estimation. In addition, recording and processing multiple signals increases circuit complexity and elevates system power consumption. To overcome these limitations, we propose an intrinsic signal synchronization strategy based on photoplethysmography-electrocardiogram (PPG-ECG) signal coupling. By fusing PPG and ECG signals into a unified waveform that preserves the essential features of both, intrinsic synchronization is inherently achieved. Compared with conventional independent signal processing, this approach reduces PTT error to less than 15 ms and achieves a PTT detection rate exceeding 98%. Furthermore, the data load is significantly reduced, resulting in a 43.75% decrease in system power consumption. Based on this principle, we developed a compact, lightweight, chest wearable sensor patch. The device demonstrates high BP measurement accuracy (ME ≤ 5 mmHg, STD ≤ 8 mmHg) across diverse scenarios, including both static and dynamic BP conditions. This strategy not only simplifies the design and manufacturing of BP monitoring devices but also enhances their performance in terms of accuracy, energy efficiency, and operational lifetime.

Indexed as

Blood PressureBlood Pressure DeterminationElectrocardiographyPhotoplethysmographySignal Processing, Computer-AssistedHumansPulse Wave Analysisblood pressureelectrocardiogramphotoplethysmographypulse transit timewearable sensor

Identifiers

PMID41773080
PMCPMC13088271

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.