Evidence map›Paper›PMID 42528478›Full record

ArticleAnnals of neurology2026

Toward a Behavioral Reserve Model in Amyotrophic Lateral Sclerosis.

Francesca Palumbo, Barbara Iazzolino, Cristina Moglia, Umberto Manera, Enrico Matteoni, Sara Cabras, Giorgio Pellegrino, Emilio Minerva, Vita Passidomo, Rosario Vasta and 5 more

Abstract read
In one paragraph

Article in Annals of neurology, 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

15 authors.

Francesca Palumbo *ALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.
Barbara Iazzolino *ALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.
Cristina Moglia *ALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.
Umberto ManeraALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.
Enrico MatteoniALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.
Sara CabrasALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.ORCID https://orcid.org/0000-0002-4988-2855
Giorgio PellegrinoALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.
Emilio MinervaALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.
Vita PassidomoALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.
Rosario VastaALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.ORCID https://orcid.org/0000-0002-0393-4736
Gabriele MoraALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.
Fabrizio D'OvidioALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.
Antonio CanosaALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.ORCID https://orcid.org/0000-0001-5876-4079
Andrea CalvoALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.ORCID https://orcid.org/0000-0002-5122-7243
Adriano ChiòALS Center, "Rita Levi Montalcini" Department of Neuroscience, University of Torino, Turin, Italy.ORCID https://orcid.org/0000-0001-9579-5341

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveBehavioral impairment is common in amyotrophic lateral sclerosis (ALS) and strongly affects autonomy, caregiver burden, and outcomes, yet predictors of vulnerability remain unclear. We investigated whether premorbid regulatory traits and socio-educational exposures are associated with behavioral phenotypes in ALS within a behavioral reserve framework.

methodsWe analyzed 965 consecutively assessed patients with ALS from a prospective tertiary-center cohort. Behavioral impairment was measured using the Frontal Systems Behavior Scale (FrSBe; family-rated before and after onset) and, in a subset (n = 633), the Edinburgh Cognitive and Behavioural ALS Screen-Carer Interview (ECAS-CI). Theory-driven hierarchical logistic regression models tested associations between behavioral outcomes and premorbid behavioral regulation, education, occupation, and a Social Interaction Index, including interaction effects. Prespecified sensitivity analyses addressed potential bias in premorbid estimates.

resultsPremorbid behavioral regulation showed the strongest associations with behavioral impairment across all FrSBe models. Higher combined educational attainment and social exposure were associated with lower odds of impairment, with a significant interaction across multiple behavioral domains. These patterns persisted in restricted sensitivity analyses. Reserve proxies were not significantly associated with ECAS-CI total impairment, although domain-specific effects were observed.

interpretationThese findings provide empirical support for a behavioral reserve framework in ALS, in which premorbid regulatory traits and socio-educational exposures are associated with behavioral vulnerability. Although causal inference is limited, reserve-related factors may contribute to non-motor heterogeneity in ALS and may inform future approaches to early behavioral risk stratification. ANN NEUROL 2026;100:934-947.

Indexed as

Amyotrophic Lateral SclerosisAgedCohort StudiesEducational StatusFemaleHumansMaleMiddle AgedProspective Studies

Identifiers

PMID42528478
PMCPMC13688070

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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.