Evidence map›Paper›PMID 40828438›Full record

Observational studyJournal of clinical monitoring and computing2026

Wireless patches for continuous vital sign monitoring, symptoms and medication at the end-of-life in the palliative care unit: A prospective observational study.

Theresa Tenge, Sebastian Reekers, Oliver Maier, Manuela Schallenburger, Yann-Nicolas Batzler, Marc Stefaniak, Jacqueline Schwartz, Alexandra Stroda, René M Pembele, Sebastian Roth and 5 more

Abstract readObservational Study
In one paragraph

Observational study in Journal of clinical monitoring and computing, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. 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

15 authors.

Theresa TengeInterdisciplinary Centre for Palliative Medicine, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany. theresa.tenge@med.uni-duesseldorf.de.ORCID 0000-0001-9529-2461
Sebastian ReekersInterdisciplinary Centre for Palliative Medicine, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
Oliver MaierDepartment of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
Manuela SchallenburgerInterdisciplinary Centre for Palliative Medicine, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
Yann-Nicolas BatzlerInterdisciplinary Centre for Palliative Medicine, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
Marc StefaniakInterdisciplinary Centre for Palliative Medicine, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
Jacqueline SchwartzInterdisciplinary Centre for Palliative Medicine, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
Alexandra StrodaDepartment of Anaesthesiology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
René M PembeleDepartment of Anaesthesiology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
Sebastian RothDepartment of Anaesthesiology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
Bahne H BahnersDepartment of Neurology, Centre for Movement Disorders and Neuromodulation, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
Guanqing ChenCenter for Anesthesia Research Excellence (CARE), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States of America.
Maximilian S SchaeferDepartment of Anaesthesiology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
Christian JungDepartment of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
Martin NeukirchenInterdisciplinary Centre for Palliative Medicine, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Vital sign monitoring in palliative care could support symptom management and prediction, though its utility at the end-of-life remains critically discussed. This study aims to test a wireless device for continuous vital sign monitoring at the end-of-life. This prospective observational study included adult terminal care patients in the palliative care unit at a tertiary-care hospital (05/2023-03/2024). Continuous monitoring of heart rate (HR in beats/minute, bpm), respiratory rate, and temperature was conducted using VitalPatches (MediBioSense). Patient demographics, medications, and symptoms were further recorded. Linear mixed-effects models were applied for analyses. 30 patients (median age 70, 53.3% female, 90% with cancer) were included. Median patch duration was 88 h (IQR 35-153). Symptom load increased until death (p = 0.004), with weakness and impaired vigilance being prominent. From patch start to end, opioid use rose from 80 to 100% (p = 0.010), and benzodiazepine use from 50 to 80% (p = 0.015). All vital signs increased in daily and hourly intervals. Compared to three days prior, the HR increased as death approached: 3.70 bpm (-2 days, p < 0.001), 7.64 bpm (-1 day, p < 0.001), and 12.26 bpm (day of death, p < 0.001). Pain correlated with HR (r = 0.32, p < 0.001), and a 5 bpm HR increase over the previous 24 h was associated with imminent death within the following 24 h. Continuous vital sign monitoring in palliative care using VitalPatches is feasible and depicts vital sign changes at the end-of-life. A positive correlation of HR with pain was detected. These observations provide a rationale for larger studies investigating their relevance for life time prediction as well as symptom detection and management.

Indexed as

Palliative CareTerminal CareVital SignsWireless TechnologyAgedAged, 80 and overAnalgesics, OpioidBenzodiazepinesBody TemperatureFemaleHeart RateHumansMaleMiddle AgedMonitoring, PhysiologicProspective StudiesAnalgesics, OpioidBenzodiazepinesDeathMonitoring, physiologicObservational studyPalliative careProspective studiesTerminal careVital signsWearable electronic devices

Identifiers

PMID40828438
PMCPMC13053415

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.