Evidence map›Paper›PMID 41810116›Full record

ArticleJournal of biotechnology and biomedicine2026

Innovation, Adaptation, and Human Dignity in Assistive Robotics in Amyotrophic Lateral Sclerosis: A Rehabilitation Medicine Perspective.

Rafaelle B Azarraga, Mark C Jackson, Marcel P Fraix, Devendra K Agrawal

Abstract read
In one paragraph

Article in Journal of biotechnology and biomedicine, 2026. 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
  2. Article
  3. 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

4 authors.

Rafaelle B AzarragaDepartments of Translational Research, Western University of Health Sciences, Pomona, California 91766 USA.
Mark C JacksonDepartments of Translational Research, Western University of Health Sciences, Pomona, California 91766 USA.
Marcel P FraixPhysical Medicine and Rehabilitation, Western University of Health Sciences, Pomona, California 91766 USA.
Devendra K AgrawalDepartments of Translational Research, Western University of Health Sciences, Pomona, California 91766 USA.

Funding

Research Education Program to Promote Diversity in Immunologic and Allergic DiseasesR25AI179582 · NIAID · WESTERN UNIVERSITY OF HEALTH SCIENCES · PI Devendra K. Agrawal · 2025 to 2026
$756k
NIAID NIH HHS R25 AI179582
6 · The paper itself

Abstract

Amyotrophic Lateral Sclerosis (ALS) is a rapidly progressive motor neuron disease that heavily impacts a person's ability to perform activities of daily living, affecting mobility, function, and communication drastically. These complications present a daunting obstacle for familial support systems and physicians to manage. Although survival prognosis in ALS patients has moderately improved with the advent of ALS specialty clinics, this illness persists as a grim diagnosis with no current cure or hope for recovery, simply an inescapable decline. However, assistive robotics provides a promising opportunity in empowering patients to retain control of their lives. This comprehensive review explores the current developments in assistive robotics for ALS patients across various aspects of daily living. Our review accentuates how robotics can make a significant impact on quality of life, preserving physical capabilities and patient agency. Potential barriers have also been identified, such as cost, accessibility and ethical considerations. However, there is limited information with case-controlled studies and robust research addressing ALS from this scope. Within the lens of rehabilitation, these technologies present the opportunity to preserve

Indexed as

AdaptationAmyotrophic Lateral SclerosisAssistive RoboticsAugmentative and Alternative CommunicationCognitive InterfacesEmerging Health TechnologiesFunctional IndependenceHuman-Machine IntegrationMobility SupportQuality of Life in ALS

Identifiers

PMID41810116
PMCPMC12970945

What Socratic 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 Socratic graph.