Evidence map›Paper›PMID 37983924›Full record

ArticleThe American journal of tropical medicine and hygiene2024

Heart Rate Variability Measured from Wearable Devices as a Marker of Disease Severity in Tetanus.

Ho Bich Hai, Jonathan W S Cattrall, Nguyen Van Hao, Hoang Minh Tu Van, Duong Bich Thuy, Phung Tran Huy Nhat, Phan Nguyen Quoc Khanh, Ha Thi Hai Duong, Tran Duc Duong, Ping Lu and 6 more

Open access · hybridAbstract read
In one paragraph

Article in The American journal of tropical medicine and hygiene, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.4field-weighted citation impact, top 31% of its field
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

2 citing papers in PubMed, 2 citations in OpenAlex.

  1. Article
  2. Tetanus: recognition and management.The Lancet. Infectious diseases · 2025
    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

16 authors at 3 institutions in 2 countries.

Ho Bich HaiOxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.
Jonathan W S CattrallOxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.
Nguyen Van HaoHospital for Tropical Diseases, Ho Chi Minh City, Vietnam.
Hoang Minh Tu VanOxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.
Duong Bich ThuyHospital for Tropical Diseases, Ho Chi Minh City, Vietnam.
Phung Tran Huy NhatOxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.
Phan Nguyen Quoc KhanhOxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.
Ha Thi Hai DuongOxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.
Tran Duc DuongHospital for Tropical Diseases, Ho Chi Minh City, Vietnam.
Ping LuInstitute of Biomedical Engineering, University of Oxford, United Kingdom.
Le Thanh PhuongOxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.
Heloise GreeffInstitute of Biomedical Engineering, University of Oxford, United Kingdom.
Tingting ZhuInstitute of Biomedical Engineering, University of Oxford, United Kingdom.
Lam Minh YenOxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.
David CliftonInstitute of Biomedical Engineering, University of Oxford, United Kingdom.
C Louise ThwaitesOxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.
Oxford University Clinical Research Unit · VNUniversity of Oxford · GBHospital for Tropical Diseases · VN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Tetanus is a disease associated with significant morbidity and mortality. Heart rate variability (HRV) is an objective clinical marker with potential value in tetanus. This study aimed to investigate the use of wearable devices to collect HRV data and the relationship between HRV and tetanus severity. Data were collected from 110 patients admitted to the intensive care unit in a tertiary hospital in Vietnam. HRV indices were calculated from 5-minute segments of 24-hour electrocardiogram recordings collected using wearable devices. HRV was found to be inversely related to disease severity. The standard deviation of NN intervals and interquartile range of RR intervals (IRRR) were significantly associated with the presence of muscle spasms; low frequency (LF) and high frequency (HF) indices were significantly associated with severe respiratory compromise; and the standard deviation of differences between adjacent NN intervals, root mean square of successive differences between normal heartbeats, LF to HF ratio, total frequency power, and IRRR, were significantly associated with autonomic nervous system dysfunction. The findings support the potential value of HRV as a marker for tetanus severity, identifying specific indices associated with clinical severity thresholds. Data were recorded using wearable devices, demonstrating this approach in resource-limited settings where most tetanus occurs.

Indexed as

TetanusWearable Electronic DevicesElectrocardiography, AmbulatoryHeart RateHumansPatient Acuity

Identifiers

PMID37983924
PMCPMC10793034
OpenAlexW4388834712

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.