Evidence map›Paper›PMID 39928941›Full record

ArticleJMIR mHealth and uHealth2025

Validity, Accuracy, and Safety Assessment of an Aerobic Interval Training Using an App-Based Prehabilitation Program (PROTEGO MAXIMA Trial) Before Major Surgery: Prospective, Interventional Pilot Study.

Sara Fatima Faqar Uz Zaman, Svenja Sliwinski, Lisa Mohr-Wetzel, Julia Dreilich, Natalie Filmann, Charlotte Detemble, Dora Zmuc, Felix Chun, Wojciech Derwich, Waldemar Schreiner and 3 more

Abstract read
In one paragraph

Article in JMIR mHealth and uHealth, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
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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

13 authors.

Sara Fatima Faqar Uz ZamanDepartment of General, Visceral, Transplant and Thoracic Surgery, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany.ORCID 0000-0002-9017-1641
Svenja SliwinskiDepartment of General, Visceral, Transplant and Thoracic Surgery, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany.ORCID 0000-0002-0132-618X
Lisa Mohr-WetzelInstitute for Sports Sciences, Goethe University Frankfurt, Frankfurt am Main, Germany.ORCID 0000-0003-0916-6448
Julia DreilichInstitute for Sports Sciences, Goethe University Frankfurt, Frankfurt am Main, Germany.ORCID 0009-0000-9964-8314
Natalie FilmannInstitute for Biostatistics and Mathematical Modelling, Goethe University Frankfurt, Frankfurt am Main, Germany.ORCID 0000-0003-0424-2317
Charlotte DetembleDepartment of General, Visceral, Transplant and Thoracic Surgery, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany.ORCID 0009-0008-5523-9808
Dora ZmucDepartment of General, Visceral, Transplant and Thoracic Surgery, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany.ORCID 0009-0002-4584-2132
Felix ChunDepartment of Urology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany.ORCID 0000-0001-8486-9536
Wojciech DerwichDepartment of General, Visceral, Transplant and Thoracic Surgery, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany.ORCID 0000-0002-4845-4728
Waldemar SchreinerDepartment of General, Visceral, Transplant and Thoracic Surgery, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany.ORCID 0000-0002-5866-7161
Wolf BechsteinDepartment of General, Visceral, Transplant and Thoracic Surgery, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany.ORCID 0000-0002-3267-8145
Johannes FleckensteinInstitute for Sports Sciences, Goethe University Frankfurt, Frankfurt am Main, Germany.ORCID 0000-0003-3442-0380
Andreas A SchnitzbauerDepartment of General, Visceral, Transplant and Thoracic Surgery, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany.ORCID 0000-0003-1527-1877

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMajor surgery is associated with significant morbidity and a reduced quality of life, particularly among older adults and individuals with frailty and impaired functional capacity. Multimodal prehabilitation can enhance functional recovery after surgery and reduce postoperative complications. Digital prehabilitation has the potential to be a resource-sparing and patient-empowering tool that improves patients' preoperative status; however, little remains known regarding their safety and accuracy as medical devices.

objectiveThis study aims to test the accuracy and validity of a new software in comparison to the gold-standard electrocardiogram (ECG)-based heart rate measurement.

methodsThe PROTEGO MAXIMA trial was a prospective interventional pilot trial assessing the validity, accuracy, and safety of an app-based exercise program. The Prehab App calculates a personalized, risk-stratified aerobic interval training plan based on individual risk factors and utilizes wearables to monitor heart rate. Healthy students and patients undergoing major surgery were enrolled. A structured risk assessment was conducted, followed by a 6-minute walking test and a 37-minute supervised interval session. During the exercise, patients wore app-linked wearables for heart rate and distance measurements, which were compared with standard ECG and treadmill measurements. Safety, accuracy, and usability assessments included testing alarm signals, while the occurrence of adverse events served as the primary and secondary outcome measures.

resultsA total of 75 participants were included. The mean heart rate differences between wearables and standard ECG were ≤5 bpm (beats per minute) with a mean absolute percentage error of ≤5%. Regression analysis revealed a significant impact of the BMI (odds ratio 0.90, 95% CI 0.82-0.98, P=.02) and Timed Up and Go Test score (odds ratio 0.12, 95% CI 0.03-0.55, P=.006) on the accuracy of heart rate measurement; 29 (39%) patients experienced adverse events: pain (5/12, 42%), ECG electrode-related skin irritations (2/42, 17%), dizziness (2/42, 17%), shortness of breath (2/42, 17%), and fatigue (1/42, 8%). No cardiovascular or serious adverse events were reported, and no serious device deficiency was detected. There were no indications of clinically meaningful overexertion based on laboratory values measured before and after the 6-minute walking test and exercise. The differences in means and ranges were as follows: lactate (mmol/l), mean 0.04 (range -3 to 6; P=.47); creatinine kinase (U/l), mean 12 (range -7 to 43; P<.001); and sodium (mmol/l), mean -2 (range -11 to 12; P<.001).

conclusionsThe interventional trial demonstrated the high safety of the exercise program and the accuracy of heart rate measurements using commercial wearables in patients before major surgery, paving the way for potential remote implementation in the future.

trial registrationGerman Clinical Trials Register DRKS00026985; https://drks.de/search/en/trial/DRKS00026985 and European Database on Medical Devices (EUDAMED) CIV-21-07-0307311. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.1136/bmjopen-2022-069394.

Indexed as

High-Intensity Interval TrainingMobile ApplicationsAdultAgedFemaleHeart RateHumansMaleMiddle AgedPilot ProjectsProspective StudiesReproducibility of Resultsaccuracyaerobicaerobic trainingappdigital healthheart ratemajor surgerymanagementmedical deviceoncologypilot studyprehabprehabilitationquality of lifesafety and qualitysafety managementsmartwatchessurgerysurgicalsurgical oncologyvaliditywearablewearables

Identifiers

PMID39928941
PMCPMC11851035

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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.