Evidence map›Paper›PMID 41671557›Full record

ArticleJMIR cancer2026

Evaluation of the ALIBIRD mHealth Platform for Care of Patients With Lung Cancer: Prospective Pilot Study.

Jose M Iniesta-Chamorro, Maria Sereno, Beatriz Garrido-Rubiales, Marta Villarino Sanz, Isabel Espinosa-Salinas, Sandra Falagán Martínez, Gustavo Rubio Romero, Juan Moreno-Rubio, Beatriz Tabarés, Yolanda Martín and 8 more

Abstract read
In one paragraph

Article in JMIR cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

18 authors.

Jose M Iniesta-Chamorro *Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, Madrid, Spain.ORCID 0000-0002-9496-0293
Maria Sereno *Clinical Oncology Group, IMDEA Nutrition, CEI UAM + CSIC, Madrid, Spain.ORCID 0000-0002-0207-2118
Beatriz Garrido-RubialesClinical Oncology Group, IMDEA Nutrition, CEI UAM + CSIC, Madrid, Spain.ORCID 0009-0005-1465-5475
Marta Villarino SanzClinical Oncology Group, IMDEA Nutrition, CEI UAM + CSIC, Madrid, Spain.ORCID 0009-0009-2898-1844
Isabel Espinosa-SalinasGENYAL Platform, IMDEA Nutrition, CEI UAM + CSIC, Madrid, Spain.ORCID 0000-0002-9526-891X
Sandra Falagán MartínezMedical Oncology Department, Infanta Sofía University Hospital, Infanta Sofía and Henares Hospitals Foundation for Biomedical Research and Innovation (FIIB HUIS HHEN), Paseo de Europa, 34, San Sebastián de los Reyes, Madrid, 28702, Spain, +34 911 914 000.ORCID 0000-0001-7172-8873
Gustavo Rubio RomeroMedical Oncology Department, Infanta Sofía University Hospital, Infanta Sofía and Henares Hospitals Foundation for Biomedical Research and Innovation (FIIB HUIS HHEN), Paseo de Europa, 34, San Sebastián de los Reyes, Madrid, 28702, Spain, +34 911 914 000.ORCID 0000-0001-9710-3775
Juan Moreno-RubioClinical Oncology Group, IMDEA Nutrition, CEI UAM + CSIC, Madrid, Spain.ORCID 0000-0003-3335-8749
Beatriz TabarésMedical Oncology Department, Infanta Sofía University Hospital, Infanta Sofía and Henares Hospitals Foundation for Biomedical Research and Innovation (FIIB HUIS HHEN), Paseo de Europa, 34, San Sebastián de los Reyes, Madrid, 28702, Spain, +34 911 914 000.ORCID 0000-0001-5468-4661
Yolanda MartínMedical Oncology Department, Infanta Sofía University Hospital, Infanta Sofía and Henares Hospitals Foundation for Biomedical Research and Innovation (FIIB HUIS HHEN), Paseo de Europa, 34, San Sebastián de los Reyes, Madrid, 28702, Spain, +34 911 914 000.ORCID 0009-0007-3569-1592
Irene Hernández de CórdobaMedical Oncology Department, Infanta Sofía University Hospital, Infanta Sofía and Henares Hospitals Foundation for Biomedical Research and Innovation (FIIB HUIS HHEN), Paseo de Europa, 34, San Sebastián de los Reyes, Madrid, 28702, Spain, +34 911 914 000.ORCID 0009-0002-9149-2751
Maria Morales PargaMedical Oncology Department, Infanta Sofía University Hospital, Infanta Sofía and Henares Hospitals Foundation for Biomedical Research and Innovation (FIIB HUIS HHEN), Paseo de Europa, 34, San Sebastián de los Reyes, Madrid, 28702, Spain, +34 911 914 000.ORCID 0009-0002-4070-710X
Natalia MolineroInstitute of Food Science Research (CIAL), Consejo Superior de Investigaciones Científicas (CSIC)-Universidad Autónoma de Madrid (UAM), Madrid, Spain.ORCID 0000-0002-9710-7335
M Victoria Moreno-ArribasInstitute of Food Science Research (CIAL), Consejo Superior de Investigaciones Científicas (CSIC)-Universidad Autónoma de Madrid (UAM), Madrid, Spain.ORCID 0000-0002-4136-595X
Guillermo Reglero RadaInstitute of Food Science Research (CIAL), Consejo Superior de Investigaciones Científicas (CSIC)-Universidad Autónoma de Madrid (UAM), Madrid, Spain.ORCID 0000-0002-7730-3486
Ana Ramírez de MolinaGENYAL Platform, IMDEA Nutrition, CEI UAM + CSIC, Madrid, Spain.ORCID 0000-0003-1439-7494
Enrique J GómezBiomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, Madrid, Spain.ORCID 0000-0001-6998-1407
Enrique CasadoClinical Oncology Group, IMDEA Nutrition, CEI UAM + CSIC, Madrid, Spain.ORCID 0000-0002-1279-3293

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Mobile health (mHealth) represents a promising instrument for optimizing symptom management and important lifestyle strategies that enhance self-care and the quality of health care for patients with cancer. The ALIBIRD mHealth platform is a digital health solution specifically designed for the telemonitoring of oncology patients, fostering patient empowerment and supporting clinical decision-making. Objective: The primary objective of this study was to evaluate the patient experience with the ALIBIRD platform. In addition, the study aimed to assess clinical outcomes, particularly in symptom management, nutritional status, and lifestyle, using patient-reported outcome measures (PROMs). Methods: The evaluation was conducted over a 30-week period in patients with advanced lung cancer receiving active treatment. Outcome variables included usability, patient experience, symptom burden, lifestyle behaviors (diet, physical activity, and sleep), nutritional status, PROMs, and system-generated clinical alerts. Through the mobile app, patients reported symptoms and completed integrated REDCap (Research Electronic Data Capture) questionnaires assessing lifestyle behaviors and PROMs, while receiving personalized recommendations informed by nutrigenetic and gut microbiota assessments. Daily activity and sleep data were automatically captured using the Fitbit Inspire wearable. Clinicians remotely monitored patient data using a web-based dashboard and performed clinical actions when required, including phone calls, therapeutic adjustments, referrals, and appointment rescheduling. Statistical analysis included descriptive summaries and pre-post comparisons of clinical and patient-reported outcomes. Results: Out of 20 patients recruited for the study, 14 completed the intervention. The System Usability Scale yielded a score of 90, indicating high usability. Among the 14 completers, adherence to scheduled questionnaires ranged from 94% to 100% for several instruments, and wearable-based monitoring ranged from 66% to 96% across visits. Overall, the ALIBIRD platform collected and processed 3589 patient-reported outcomes related to physical activity, 3468 related to sleep, 679 on-demand symptom entries, and 1524 completed questionnaires. Clinically, 143 alerts were resolved within an average of 2.05 days, resulting in 2 referrals to emergency rooms and 2 early detections of disease progressions. Furthermore, more than 2100 personalized recommendations contributed to a 21% (3/14 patients) increase in adherence to the Mediterranean diet and a 14% (2/14 patients) increase in moderate physical activity. Conclusions: The evaluation of the ALIBIRD implementation yielded promising results in that it facilitated the adoption of healthier lifestyle habits while enhancing health self-management among oncology patients. The ALIBIRD mHealth platform emerges as an effective digital health tool that enables closer monitoring of patients and thereby more informed clinical decision-making.

Indexed as

Lung NeoplasmsMobile ApplicationsTelemedicineAgedDigital HealthFemaleHumansMaleMiddle AgedPatient Reported Outcome MeasuresPilot ProjectsProspective StudiesRemote Patient MonitoringSelf CareSurveys and Questionnairesdigital healthlung cancermHealthmobile healthpatient monitoringpatient-reported outcomepatient-reported outcome measureprecision nutritionPROMsPROsusability

Identifiers

PMID41671557
PMCPMC12893646

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.