Evidence map›Paper›PMID 41804478›Full record

ArticlePulmonary circulation2026

Longitudinal Remote 6-Minute Walk Distance and Cardiac Effort Using Wearable Sensors in Pulmonary Hypertension.

Daniel Lachant, Nishit Agarwal, Kyle Norton, Deborah Haight, Cameron McCarthy, Sebastian Alphonse, Melissa Ceruolo, R James White

Abstract read
In one paragraph

Article in Pulmonary circulation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Remote exercise assessment in pulmonary hypertension.Current opinion in pulmonary medicine · 2026
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Daniel LachantDivision of Pulmonary and Critical Care University of Rochester Medical Center Rochester New York USA.ORCID https://orcid.org/0000-0003-3441-8264
Nishit AgarwalMedidata a Dassault Systèmes Company New York New York USA.
Kyle NortonDivision of Pulmonary and Critical Care University of Rochester Medical Center Rochester New York USA.
Deborah HaightDivision of Pulmonary and Critical Care University of Rochester Medical Center Rochester New York USA.
Cameron McCarthyDivision of Pulmonary and Critical Care University of Rochester Medical Center Rochester New York USA.
Sebastian AlphonseMedidata a Dassault Systèmes Company New York New York USA.
Melissa CeruoloMedidata a Dassault Systèmes Company New York New York USA.
R James WhiteDivision of Pulmonary and Critical Care University of Rochester Medical Center Rochester New York USA.

Funding

Electronically Delivered Home Rehabilitation to Improve Symptoms and Activity After Pulmonary EmbolismK23HL171867 · NHLBI · UNIVERSITY OF ROCHESTER · PI Daniel Lachant · 2024 to 2026
$563k
NHLBI NIH HHS K23 HL171867
6 · The paper itself

Abstract

Remote 6-min walk testing (6MWT) has been shown to be safe in pulmonary hypertension, but limited data exist on its longitudinal durability and relationship to supervised in-clinic testing. Cardiac Effort (CE), defined as total heartbeats divided by walk distance, provides physiologic context beyond distance alone. We evaluated the longitudinal performance of a home-based 6MWT and CE performed on a modified indoor walking space using a wearable chest sensor and compared results with in-clinic testing over 8 weeks. This single-center prospective study was conducted with institutional review board approval. Participants with PH performed supervised in-clinic and unsupervised home 6MWTs at baseline and Week 8. A chest-based wearable sensor recorded acceleration and heart rate data to estimate walk distance and calculate CE. Mixed-effects repeated-measures models were used to compare sensor-estimated and directly observed walk distance and CE in the clinic and at home over time. Agreement was assessed using Bland-Altman analyses, intraclass correlation coefficients (ICC), and Spearman correlations. Twenty-nine participants were enrolled, and no adverse events occurred. Sensor-estimated 6MWT distance and CE demonstrated minimal bias and excellent agreement with directly observed in-clinic measurements (6MWD bias 0.04%, ICC 0.995; CE bias -0.04%, ICC 0.995). Home-based 6MWD was approximately 40 m lower than supervised clinic testing. Mixed-effects models showed similar longitudinal changes between home and clinic testing. Changes in home 6MWD and CE correlated with corresponding in-clinic changes (6MWD:

Indexed as

cardiac efforthome 6‐min walk testpulmonary hypertension

Identifiers

PMID41804478
PMCPMC12967498

What Socratic holds

Textmetadata
LicenceCC BY-NC
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 Socratic graph.