Introduction

Amyotrophic lateral sclerosis (ALS) remains one of the most complex and devastating neurodegenerative disorders, marked by progressive loss of upper and lower motor neurons and culminating in paralysis and early mortality. Despite decades of investigation, the disease continues to challenge clinicians and scientists alike with its remarkable heterogeneity, multifactorial aetiology, and limited therapeutic options1,2. The papers in this Collection span genetics, neuroanatomy, environmental determinants, experimental models and early-detection strategies, bringing together work from four continents (Australia, Europe, North America and Asia), highlighting the global drive to make inroads against this insidious disease (Table 1).

Table 1 Concise overview of each study in the Scientific Reports’ ALS Collection, summarising its core findings and broader significance for ALS research.

This Collection showcases not only the diversity of ALS research but also the shifting paradigm toward integrative, cross-disciplinary approaches. Together, these studies reinforce ALS as a spectrum of disorders shaped by diverse biological and environmental determinants, while beginning to chart a path toward deeper mechanistic insight and more effective translation.

Genetic complexity and the need for functional validation

Genetic mutations, particularly those in major ALS genes C9orf72, SOD1, TARDBP, and FUS, have long served as anchors in ALS research. Yet, with only a fraction of cases attributable to known mutations, questions remain about the pathogenic roles of many rare or newly discovered variants in these and other genes. In this context, the study by Layalle et al.3 offers essential mechanistic insight into KIF5A, a critical kinesin motor protein implicated in axonal transport. Following the discovery of ALS-associated KIF5A mutations4 and evidence that certain variants induce a toxic gain-of-function that disrupts transport dynamics, which is a key contributor to motor neuron vulnerability in ALS5, the pathogenicity of individual mutations has become a central question. In Drosophila motor neurons, the ALS-associated KIF5A P986L variant does not induce neurodegeneration or disrupt motor function, challenging assumptions about its pathogenicity.

The significance of this finding extends beyond the KIF5A gene, highlighting that not all ALS-associated variants are inherently pathogenic and that interpretation should rely on functional validation rather than association alone. Indeed, it illustrates the importance of robust experimental systems for distinguishing benign variants from those that drive disease processes. This principle also applies to risk loci identified through large genome-wide association studies (GWAS), where functional validation has been essential for bridging association signals with disease mechanisms, as exemplified by the UNC13A and SCFD1 risk genes6,7,8. Such investigations have practical implications for genetic counselling, biomarker development, and the design of targeted therapeutics.

Neuroanatomical signatures: beyond the motor system

ALS is traditionally defined by its motor symptoms, yet mounting evidence suggests the involvement of widespread extra-motor networks. Among these, hypothalamic dysfunction has gained increasing attention9. Kassubek et al.10 apply convolutional neural network-based automatic segmentation to evaluate hypothalamic atrophy in individuals with primary lateral sclerosis (PLS), a pure upper motor neuron disorder on the ALS spectrum. Outcomes reveal prominent hypothalamic atrophy in PLS, echoing observations in classical ALS and reinforcing the concept that metabolic and neuroendocrine dysregulation may contribute to disease mechanisms or symptom expression. Notably, implementing deep learning for neuroanatomical segmentation improved precision in capturing subtle structural changes that may escape conventional volumetric analyses.

This work highlights the hypothalamus as a potential biomarker-rich region and encourages the field to further consider ALS as a multisystem neurodegenerative disease, a framework long recognised in spinal muscular atrophy (SMA)11. As phenotypic distinctions between ALS, PLS, and other motor neuron disorders become increasingly nuanced, neuroimaging biomarkers such as those described here may play a key role in earlier diagnosis, patient stratification, and monitoring of disease progression.

Environmental and early-life determinants: reframing ALS pathogenesis

One of the longstanding challenges in ALS research is reconciling the low penetrance of many genetic variants with the relatively stable incidence of disease in the population. Pamphlett and Parkin Kullmann12 provide a compelling conceptual framework by proposing that early-life events initiate the first steps on the multistep pathway leading to ALS. Their epidemiological analysis supports the idea that prenatal exposures, perinatal complications, or early developmental insults may create latent vulnerabilities which, decades later, interact with additional risk factors to precipitate disease. This multistep model, proposed for ALS more than a decade ago13, aligns the disease with many cancers and chronic diseases, where cumulative, sequential biological hits eventually cross a threshold into pathology. Crucially, it opens new avenues for preventive strategies. If early-life factors contribute meaningfully to ALS risk, then identifying and mitigating them may reduce susceptibility later in life.

Complementing this developmental perspective, Schilling14 examines the geographic association between ALS and multiple sclerosis (MS), by identifying regions where both diseases show elevated incidence. This study raises important questions about shared environmental risk factors, including latitude-linked UV exposure, regional toxicants and localised infectious agents.

Together, these papers emphasise that ALS aetiology cannot be fully understood solely through cellular or molecular studies. Geographical, ecological, and life-course perspectives are essential to mapping the complex origins of the disease.

Refining and expanding experimental models

Animal models remain indispensable for ALS research, yet they require continual refinement to accurately capture disease progression and therapeutic responses. In the SOD1G93A mouse, Kawata et al.15 reveal that the masseter muscle, a key muscle for mastication and one of the strongest human muscles relative to size, remains preserved until the end-stage of disease, in contrast with the profound atrophy affecting limb musculature. Such selective vulnerability/resilience offers valuable insights and is a key feature of ALS16. Facial and bulbar motor deficits are clinically significant in ALS, yet the preservation of certain cranial neuromuscular connections may point to differential motor neuron susceptibility and/or distinct protective mechanisms. Mapping these protective pathways could lead to novel therapeutic targets aimed at enhancing motor neuron resilience.

Rutkove et al.17 used surface electrical impedance myography (EIM) as a non-invasive tool to detect motor deterioration in an adult-onset SOD1G93A zebrafish model. Zebrafish offer unique advantages for high-throughput genetic and pharmacological screening due to their rapid development and optical transparency18. Demonstrating that EIM can sensitively detect disease-associated physiological changes in this model represents a major step toward standardized, scalable in vivo screening tools.

These two papers reinforce a pressing need in ALS research: the development of more nuanced, reliable, and translatable models, while also sharpening our scientific questions so we fully leverage what existing model systems can genuinely reveal19.

Stress biology as a convergent mechanistic pathway

The interaction between environmental exposures and intrinsic cellular pathways is a growing frontier in ALS research. RasĂ  et al.20 provide strong mechanistic evidence that stress exposure influences ALS pathogenesis via PI3K/Akt and focal adhesion pathways, identifying stress-induced dysregulation of survival signalling and cytoskeletal integrity. Using a multisystem approach strengthens the causal link between stress biology and motor neuron vulnerability, and raises important questions about how chronic stressors or systemic inflammation might accelerate disease onset or progression. Notably, the PI3K/Akt pathway sits at the core of cell survival, metabolic regulation and synaptic maintenance, highlighting a potential therapeutic axis.

Their findings dovetail with the early-life vulnerability concept raised by Pamphlett and Parkin Kullmann12, suggesting that stressors, whether developmental, environmental, or physiological, may converge on shared intracellular pathways, contributing cumulatively to ALS risk.

Cognitive and brain reserve: why the same disease affects people differently

Clinical heterogeneity is a defining feature of ALS1, and cognitive impairment is common yet variable, complicating care and influencing survival. Temp et al.21 explore the concept of cognitive and brain reserve, or essentially the idea that certain individuals possess structural or functional neural resources that provide resilience against neurodegenerative damage. Outcomes suggest that both cognitive reserve (shaped by life experiences, education, and intellectual engagement) and brain reserve (reflecting neuroanatomical robustness) modulate clinical presentation and disease progression. Notably, individuals with higher reserve showed slower disease progression and better functional outcomes. These findings echo similar observations in Alzheimer’s disease, emphasising that resilience factors are as important as risk factors in shaping disease trajectories22. This shift in perspective, toward understanding what protects as much as what harms, may help refine prognostic models and inform personalised therapeutic strategies.

Conclusions

This Scientific Reports’ ALS Collection captures a field in motion, expanding conceptually, diversifying methodologically, and deepening its appreciation of ALS as a multifactorial disease. Together, these studies demonstrate that ALS cannot be reduced to a single gene, pathway, or environmental agent but must be understood as a dynamic interplay between genetic architecture, developmental history, environmental context, stress biology, and neuroanatomical and cognitive resilience. Integrating these domains, while refining experimental systems and embracing life-course and environmental perspectives, will help move the field toward actionable therapeutic targets and more effective interventions. The path ahead is challenging, but the work in this Collection provides both momentum and direction, reflecting a research community united in tackling one of neuroscience’s most formidable mysteries.