Evidence mapPaperPMID 39248244Full record

ReviewJournal of clinical hypertension (Greenwich, Conn.)2024

Digital therapeutics in hypertension: How to make sustainable lifestyle changes.

Chaoyi Chen, Aiting Liu, Zhengzhipeng Zhang, Jie Chen, Hui Huang

Abstract readReview
In one paragraph

Review in Journal of clinical hypertension (Greenwich, Conn.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Digital therapeutics in hypertension: How to make sustainable lifestyle changes.Journal of clinical hypertension (Greenwich, Conn.) · 2024
    Review
  5. Article
  6. Article
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

5 authors.

Chaoyi ChenDepartment of Cardiology, Joint Laboratory of Guangdong-Hong Kong-Macao Universities for Nutritional Metabolism and Precise Prevention and Control of Major Chronic Diseases, The Eighth Affiliated Hospital of Sun Yat-sen University, Shenzhen, China.ORCID 0009-0005-1670-6117
Aiting LiuDepartment of Cardiology, Joint Laboratory of Guangdong-Hong Kong-Macao Universities for Nutritional Metabolism and Precise Prevention and Control of Major Chronic Diseases, The Eighth Affiliated Hospital of Sun Yat-sen University, Shenzhen, China.
Zhengzhipeng ZhangDepartment of Cardiology, Joint Laboratory of Guangdong-Hong Kong-Macao Universities for Nutritional Metabolism and Precise Prevention and Control of Major Chronic Diseases, The Eighth Affiliated Hospital of Sun Yat-sen University, Shenzhen, China.
Jie ChenDepartment of Radiotherapy, Sun Yatsen Memorial Hospital, Sun Yat-sen University Guangzhou, Guangzhou, China.
Hui HuangDepartment of Cardiology, Joint Laboratory of Guangdong-Hong Kong-Macao Universities for Nutritional Metabolism and Precise Prevention and Control of Major Chronic Diseases, The Eighth Affiliated Hospital of Sun Yat-sen University, Shenzhen, China.ORCID 0000-0001-5716-4012

Funding

Central Military Commission Key Project of Basic Research for Application BWJ21J003China Heart House-Chinese Cardiovascular Association HX fund 2022-CCA-HX-090Chinese Association of Integrative Medicine-Shanghai Hutchison Pharmaceuticals Fund HMPE202202Futian District Public Health Scientific Research Project of Shenzhen FTWS2022001National Key Research and Development Program 2020YFC2004405National Natural Science Foundation of China 82061160372National Natural Science Foundation of China 82073408National Natural Science Foundation of China 82270771National Natural Science Foundation of China 82330021Regional Joint Funding Key Project of Guangdong Basic Research and Basic Research for Application 2021B1515120083Shenzhen Key Medical Discipline Construction Fund SZXK002Shenzhen Medical Research Fund B2302020Shenzhen Science and Technology Program KCXFZ20211020163801002Shenzhen Science and Technology Program SGDX20230116092459009Shenzhen Science and Technology Program ZDSYS20220606100801004
6 · The paper itself

Abstract

Various digital therapeutic products have been validated and approved since 2017. They have demonstrated efficacy and safety as a new therapeutic modality in various disorders or conditions. Hypertension is a common but serious condition that can be prevented or controlled with lifestyle changes and medicines. Although a digital therapeutic in hypertension is validated and approved in Japan, whether digital therapeutics (DTx) can significantly improve sustainable lifestyle changes is still a controversial topic. Most studies did not discuss the long-term gain challenges. In this review, the authors discuss the definition of DTx, and analyze the motivation, engagement and adherence challenges of DTx in hypertension. Some ongoing artificial intelligence (AI)-enabled or cognitive behavioral therapy (CBT)-based digital interventions and behavioral strategies for implementing sustainable lifestyle changes are identified and analyzed. With AI-enabled interventions and behavioral strategies, DTx might be one of the effective approaches to make sustainable lifestyle changes.

Indexed as

Artificial IntelligenceHypertensionLife StyleCognitive Behavioral TherapyHumansJapanMotivationTelemedicinebehavior changedigital interventiondigital therapeuticshypertensionlifestyle modification

Identifiers

PMID39248244
PMCPMC11466360

What Socratic 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 Socratic graph.