Evidence map›Paper›PMID 41617608›Full record

ArticleThorax2026

Health trajectories of patients with amyotrophic lateral sclerosis before and after initiation of non-invasive ventilation: a French nationwide database analysis.

Pierre Tankéré, Emilien Bernard, Eleonore Herquelot, Hélène Denis, Lilian Sfeir, Christel Saint-Raymond, Martial Mallaret, Florent Lavergne, Sébastien Baillieul, Laure Peter-Derex and 2 more

Abstract read
In one paragraph

Article in Thorax, 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
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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

12 authors.

Pierre TankéréCenter for Sleep Medicine and Respiratory Diseases, Hospices Civils de Lyon, Lyon, France pierre.tankere01@chu-lyon.fr.ORCID http://orcid.org/0000-0002-3793-7126
Emilien BernardCentre de Référence Maladies Rares SLA et Autres Maladies du Neurone Moteur, Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Groupement Est, 69500 Bron, France.
Eleonore HerquelotHEVA, Lyon, France.
Hélène DenisHEVA, Lyon, France.
Lilian SfeirHEVA, Lyon, France.
Christel Saint-RaymondSHU Pneumologie - Physiologie, Centre Hospitalier Universitaire Grenoble Alpes, Grenoble Cedex 9, Rhône-Alpes, France.
Martial MallaretService Hospitalo-Universitaire de Neurologie, CHU de Grenoble Alpes, Grenoble, France.
Florent LavergneResMed Science Center, Saint Priest, France.ORCID http://orcid.org/0000-0002-8624-5900
Sébastien BaillieulHP2 Laboratory - INSERM U1300, Université Grenoble Alpes, Grenoble Cedex 9, France.ORCID http://orcid.org/0000-0002-2348-6918
Laure Peter-DerexCenter for Sleep Medicine and Respiratory Diseases, Hospices Civils de Lyon, Lyon, France.
Renaud TamisierHP2 Laboratory - INSERM U1300, Université Grenoble Alpes, Grenoble Cedex 9, France.ORCID http://orcid.org/0000-0003-1128-6529
Jean Louis PépinHP2 Laboratory - INSERM U1300, Université Grenoble Alpes, Grenoble Cedex 9, France.ORCID http://orcid.org/0000-0003-3832-2358

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundManagement of amyotrophic lateral sclerosis (ALS) is complicated by heterogeneous presentation and unpredictable disease course. This study described disease trajectories before and after initiation of non-invasive ventilation (NIV) therapy in individuals with ALS, examined the relationship between NIV initiation timing and survival and analysed health trajectory clusters.

methodsData were extracted from the French national health insurance reimbursement system database for individuals with ≥1 reimbursement for NIV from January 2015 to December 2019, and ≥1 ALS disease code. Health trajectory clusters were determined using time sequence analysis through K-clustering.

resultsWe analysed data from 3443 individuals with ALS (58% male, median age 67 years). The median (IQR) time from ALS diagnosis to NIV initiation was 10.8 (4.5-22.2) months and death occurred 21.5 (12.8-33.9) months after diagnosis. Tracheostomy/gastrostomy was performed in 3.9%/33.4% of patients, respectively. Unsupervised machine learning clustering identified four distinct patient groups. NIV initiation was late in two Clusters (A and B); these individuals were younger, had fewer comorbidities and more physiotherapy sessions before/after NIV. Survival after NIV initiation was longer in Clusters B and C; these individuals had lower rates of depression/anxiety, more prescription of mechanical in/exsufflation therapy and fewer home and emergency hospitalisations. Cluster B was unique, showing late NIV initiation and long post-NIV survival. This cluster was more likely to have spinal onset, a higher rate of obstructive sleep apnoea and fewer comorbidities.

conclusionsThere was marked heterogeneity between patients with ALS and their care trajectories. Our data do not support a universal benefit for early initiation of NIV therapy.

Indexed as

Amyotrophic Lateral SclerosisNoninvasive VentilationRespiratory InsufficiencyAgedDatabases, FactualFemaleFranceHumansMaleMiddle AgedClinical EpidemiologyNon invasive ventilationRespiratory Measurement

Identifiers

PMID41617608
PMCPMC13638303

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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.