Lauren Elman
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Lauren Elman has a total of 86 co-authors. Here are the top co-authors by number of shared publications:
- David John Irwin
Penn Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia; and
5 shared publications - Corey T. McMillan
Department of Neurology, University of Pennsylvania Perelman School of Medicine , Philadelphia, PA 19104
4 shared publications - Jason Ackrivo
Pulmonary, Allergy, and Critical Care Division, Department of Medicine Perelman School of Medicine at the University of Pennsylvania Philadelphia Pennsylvania USA
4 shared publications - John Hansen-Flaschen
Perelman School of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
4 shared publications - Murray Grossman
Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
4 shared publications - Colin Quinn
Neuromuscular Division, Neurology Department, University of Pennsylvania, Philadelphia, PA
3 shared publications
Latest Publications
- Open Access
- 1 April 2026
- Published by Wolters Kluwer Health in Neurology Genetics
- Vol. 12 (2) , e200366
Plasma isomiRs as Candidate Biomarkers for Amyotrophic Lateral Sclerosis
Background and ObjectivesThere are no FDA-approved diagnostic biomarkers for amyotrophic lateral sclerosis (ALS). TDP-43 is a known cofactor in the cleavage of long premature microRNAs (miRNAs) int...
- 1 April 2026
- Published by Wolters Kluwer Health in Neurology Genetics
- Vol. 12 (2) , e200366
Open AccessPlasma isomiRs as Candidate Biomarkers for Amyotrophic Lateral Sclerosis
Background and ObjectivesThere are no FDA-approved diagnostic biomarkers for amyotrophic lateral sclerosis (ALS). TDP-43 is a known cofactor in the cleavage of long premature microRNAs (miRNAs) int...
- Open Access
- 1 December 2025
- Published by Wolters Kluwer Health in Neurology Clinical Practice
- Vol. 15 (6)
How Patients With Amyotrophic Lateral Sclerosis Perceive Respiratory Interventions
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease that commonly leads to respiratory failure. Early respiratory interventions that may improve symptoms and outcomes are underused when prescribed. We sought to characterize patient perspectives and preferences for respiratory care to enable identification of implementation strategies to improve the uptake of ALS respiratory interventions. A prospective multicenter mixed-methods observational study was conducted using semistructured interviews of participants recently diagnosed with ALS at 4 academic centers in the United States. Eligible patients were those with an ALS diagnosis in the previous 12 months, forced vital capacity <80% predicted normal, or presence of dyspnea or orthopnea. Twenty-four patients with ALS were interviewed. Ten participants were using some form of respiratory therapy, including 8 using noninvasive ventilation (NIV). The most endorsed factors related to openness to initiate respiratory therapy were a doctor's recommendation and abnormal pulmonary function test results. The most commonly endorsed preferences for learning about a respiratory device included kinesthetic and reading. Descriptions of lung volume recruitment were received with more openness than of NIV. For those not prescribed NIV, reasons for hesitancy to start NIV included fear of mask discomfort, claustrophobia, and lack of perceived benefit. Perceptions about NIV differed in participants identifying as “proactive” rather than “reactive” with their health. Patients in the first year after ALS diagnosis have variable receptiveness to respiratory care. These patients place different weights on the factors supporting NIV and may have different educational needs about respiratory interventions. Implementation strategies for respiratory care interventions in ALS should consider patients' motivations for adopting interventions such as NIV, provide multiple educational formats, and identify barriers to incorporating home respiratory care.
- 1 December 2025
- Published by Wolters Kluwer Health in Neurology Clinical Practice
- Vol. 15 (6)
Open AccessHow Patients With Amyotrophic Lateral Sclerosis Perceive Respiratory Interventions
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease that commonly leads to respiratory failure. Early respiratory interventions that may improve symptoms and outcomes are underused when prescribed. We sought to characterize patient perspectives and preferences for respiratory care to enable identification of implementation strategies to improve the uptake of ALS respiratory interventions. A prospective multicenter mixed-methods observational study was conducted using semistructured interviews of participants recently diagnosed with ALS at 4 academic centers in the United States. Eligible patients were those with an ALS diagnosis in the previous 12 months, forced vital capacity <80% predicted normal, or presence of dyspnea or orthopnea. Twenty-four patients with ALS were interviewed. Ten participants were using some form of respiratory therapy, including 8 using noninvasive ventilation (NIV). The most endorsed factors related to openness to initiate respiratory therapy were a doctor's recommendation and abnormal pulmonary function test results. The most commonly endorsed preferences for learning about a respiratory device included kinesthetic and reading. Descriptions of lung volume recruitment were received with more openness than of NIV. For those not prescribed NIV, reasons for hesitancy to start NIV included fear of mask discomfort, claustrophobia, and lack of perceived benefit. Perceptions about NIV differed in participants identifying as “proactive” rather than “reactive” with their health. Patients in the first year after ALS diagnosis have variable receptiveness to respiratory care. These patients place different weights on the factors supporting NIV and may have different educational needs about respiratory interventions. Implementation strategies for respiratory care interventions in ALS should consider patients' motivations for adopting interventions such as NIV, provide multiple educational formats, and identify barriers to incorporating home respiratory care.
- Open Access
- 11 January 2025
- Published by Elsevier in European Journal of Paediatric Neurology
- Vol. 54, 130-139
Transition of patients with Duchenne muscular dystrophy from paediatric to adult care: An international Delphi consensus study
- 11 January 2025
- Published by Elsevier in European Journal of Paediatric Neurology
- Vol. 54, 130-139
Open AccessTransition of patients with Duchenne muscular dystrophy from paediatric to adult care: An international Delphi consensus study
- 1 August 2024
- Published by Wolters Kluwer Health in Neurology Clinical Practice
- Vol. 14 (4) , e200303
Enhancing Clinical Infrastructure for the Delivery of Intrathecal and Genetic Therapies
Qalsody (tofersen), an intrathecal therapy (IT) antisense oligonucleotide (ASO), was granted accelerated approval by the Food and Drug Administration for the treatment of SOD1-mediated amyotrophic lateral sclerosis (ALS) on April 25, 2023. Academic centers need to be prepared for expedited drug delivery. The purpose of this model was to predict the number of SOD1-ALS patients whom we expect to see at our center at the time of Qalsody approval and to use it to extrapolate to a model for a hypothetical sporadic IT ALS therapy. We predicted that 6 symptomatic and 14 presymptomatic SOD1 patients would come to our center, whereas a sporadic therapy would generate 108 patients, creating excess office visits, lumbar punctures, and genetic counseling visits. As new therapies for neurologic diseases come to market, preparing for increased office volume and complex drug delivery are essential for optimal care.
- 1 August 2024
- Published by Wolters Kluwer Health in Neurology Clinical Practice
- Vol. 14 (4) , e200303
Enhancing Clinical Infrastructure for the Delivery of Intrathecal and Genetic Therapies
Qalsody (tofersen), an intrathecal therapy (IT) antisense oligonucleotide (ASO), was granted accelerated approval by the Food and Drug Administration for the treatment of SOD1-mediated amyotrophic lateral sclerosis (ALS) on April 25, 2023. Academic centers need to be prepared for expedited drug delivery. The purpose of this model was to predict the number of SOD1-ALS patients whom we expect to see at our center at the time of Qalsody approval and to use it to extrapolate to a model for a hypothetical sporadic IT ALS therapy. We predicted that 6 symptomatic and 14 presymptomatic SOD1 patients would come to our center, whereas a sporadic therapy would generate 108 patients, creating excess office visits, lumbar punctures, and genetic counseling visits. As new therapies for neurologic diseases come to market, preparing for increased office volume and complex drug delivery are essential for optimal care.
- 5 December 2023
- Published by Taylor & Francis in Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration
- Vol. 25 (3-4) , 317-325
Digital markers of motor speech impairments in spontaneous speech of patients with ALS-FTD spectrum disorders
To evaluate automated digital speech measures, derived from spontaneous speech (picture descriptions), in assessing bulbar motor impairments in patients with ALS-FTD spectrum disorders (ALS-FTSD). Automated vowel algorithms were employed to extract two vowel acoustic measures: vowel space area (VSA), and mean second formant slope (F2 slope). Vowel measures were compared between ALS with and without clinical bulbar symptoms (ALS + bulbar (n = 49, ALSFRS-r bulbar subscore: x¯ = 9.8 (SD = 1.7)) vs. ALS-nonbulbar (n = 23), behavioral variant frontotemporal dementia (bvFTD, n = 25) without a motor syndrome, and healthy controls (HC, n = 32). Correlations with bulbar motor clinical scales, perceived listener effort, and MRI cortical thickness of the orobuccal primary motor cortex (oral PMC) were examined. We compared vowel measures to speaking rate, a conventional metric for assessing bulbar dysfunction. ALS + bulbar had significantly reduced VSA and F2 slope than ALS-nonbulbar (|d|=0.94 and |d|=1.04, respectively), bvFTD (|d|=0.89 and |d|=1.47), and HC (|d|=0.73 and |d|=0.99). These reductions correlated with worse bulbar clinical scores (VSA: R = 0.33, p = 0.043; F2 slope: R = 0.38, p = 0.011), greater listener effort (VSA: R=-0.43, p = 0.041; F2 slope: p > 0.05), and cortical thinning in oral PMC (F2 slope: β = 0.0026, p = 0.017). Vowel measures demonstrated greater sensitivity and specificity for bulbar impairment than speaking rate, while showing independence from cognitive and respiratory impairments. Automatic vowel measures are easily derived from a brief spontaneous speech sample, are sensitive to mild-moderate stage of bulbar disease in ALS-FTSD, and may present better sensitivity to bulbar impairment compared to traditional assessments such as speaking rate.
- 5 December 2023
- Published by Taylor & Francis in Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration
- Vol. 25 (3-4) , 317-325
Digital markers of motor speech impairments in spontaneous speech of patients with ALS-FTD spectrum disorders
To evaluate automated digital speech measures, derived from spontaneous speech (picture descriptions), in assessing bulbar motor impairments in patients with ALS-FTD spectrum disorders (ALS-FTSD). Automated vowel algorithms were employed to extract two vowel acoustic measures: vowel space area (VSA), and mean second formant slope (F2 slope). Vowel measures were compared between ALS with and without clinical bulbar symptoms (ALS + bulbar (n = 49, ALSFRS-r bulbar subscore: x¯ = 9.8 (SD = 1.7)) vs. ALS-nonbulbar (n = 23), behavioral variant frontotemporal dementia (bvFTD, n = 25) without a motor syndrome, and healthy controls (HC, n = 32). Correlations with bulbar motor clinical scales, perceived listener effort, and MRI cortical thickness of the orobuccal primary motor cortex (oral PMC) were examined. We compared vowel measures to speaking rate, a conventional metric for assessing bulbar dysfunction. ALS + bulbar had significantly reduced VSA and F2 slope than ALS-nonbulbar (|d|=0.94 and |d|=1.04, respectively), bvFTD (|d|=0.89 and |d|=1.47), and HC (|d|=0.73 and |d|=0.99). These reductions correlated with worse bulbar clinical scores (VSA: R = 0.33, p = 0.043; F2 slope: R = 0.38, p = 0.011), greater listener effort (VSA: R=-0.43, p = 0.041; F2 slope: p > 0.05), and cortical thinning in oral PMC (F2 slope: β = 0.0026, p = 0.017). Vowel measures demonstrated greater sensitivity and specificity for bulbar impairment than speaking rate, while showing independence from cognitive and respiratory impairments. Automatic vowel measures are easily derived from a brief spontaneous speech sample, are sensitive to mild-moderate stage of bulbar disease in ALS-FTSD, and may present better sensitivity to bulbar impairment compared to traditional assessments such as speaking rate.
- Open Access
Digital markers of motor speech impairments in natural speech of patients with ALS-FTD spectrum disorders
Background and objectives: Patients with ALS-FTD spectrum disorders (ALS-FTSD) have mixed motor and cognitive impairments and require valid and quantitative assessment tools to support diagnosis and tracking of bulbar motor disease. This study aimed to validate a novel automated digital speech tool that analyzes vowel acoustics from natural, connected speech as a marker for impaired articulation due to bulbar motor disease in ALS-FTSD. Methods: We used an automatic algorithm called Forced Alignment Vowel Extraction (FAVE) to detect spoken vowels and extract vowel acoustics from 1 minute audio-recorded picture descriptions. Using automated acoustic analysis scripts, we derived two articulatory-acoustic measures: vowel space area (VSA, in Bark 2 ) which represents tongue range-of-motion (size), and average second formant slope of vowel trajectories (F2 slope) which represents tongue movement speed. We compared vowel measures between ALS with and without clinically-evident bulbar motor disease (ALS+bulbar vs. ALS-bulbar), behavioral variant frontotemporal dementia (bvFTD) without a motor syndrome, and healthy controls (HC). We correlated impaired vowel measures with bulbar disease severity, estimated by clinical bulbar scores and perceived listener effort, and with MRI cortical thickness of the orobuccal part of the primary motor cortex innervating the tongue (oralPMC). We also tested correlations with respiratory capacity and cognitive impairment. Results: Participants were 45 ALS+bulbar (30 males, mean age=61±11), 22 ALS-nonbulbar (11 males, age=62±10), 22 bvFTD (13 males, age=63±7), and 34 HC (14 males, age=69±8). ALS+bulbar had smaller VSA and shallower average F2 slopes than ALS-bulbar (VSA: | d |=0.86, p =0.0088; F2 slope: | d |=0.98, p =0.0054), bvFTD (VSA: | d |=0.67, p =0.043; F2 slope: | d |=1.4, p d |=0.73, p =0.024; F2 slope: | d |=1.0, p p =0.033; F2 slope: R=0.25, p =0.048), and smaller VSA was associated with greater listener effort (R=-0.43, p =0.041). Shallower F2 slopes were related to cortical thinning in oralPMC (R=0.50, p =0.03). Neither vowel measure was associated with respiratory nor cognitive test scores. Conclusions: Vowel measures extracted with automatic processing from natural speech are sensitive to bulbar motor disease in ALS-FTD and are robust to cognitive impairment.
Open AccessDigital markers of motor speech impairments in natural speech of patients with ALS-FTD spectrum disorders
Background and objectives: Patients with ALS-FTD spectrum disorders (ALS-FTSD) have mixed motor and cognitive impairments and require valid and quantitative assessment tools to support diagnosis and tracking of bulbar motor disease. This study aimed to validate a novel automated digital speech tool that analyzes vowel acoustics from natural, connected speech as a marker for impaired articulation due to bulbar motor disease in ALS-FTSD. Methods: We used an automatic algorithm called Forced Alignment Vowel Extraction (FAVE) to detect spoken vowels and extract vowel acoustics from 1 minute audio-recorded picture descriptions. Using automated acoustic analysis scripts, we derived two articulatory-acoustic measures: vowel space area (VSA, in Bark 2 ) which represents tongue range-of-motion (size), and average second formant slope of vowel trajectories (F2 slope) which represents tongue movement speed. We compared vowel measures between ALS with and without clinically-evident bulbar motor disease (ALS+bulbar vs. ALS-bulbar), behavioral variant frontotemporal dementia (bvFTD) without a motor syndrome, and healthy controls (HC). We correlated impaired vowel measures with bulbar disease severity, estimated by clinical bulbar scores and perceived listener effort, and with MRI cortical thickness of the orobuccal part of the primary motor cortex innervating the tongue (oralPMC). We also tested correlations with respiratory capacity and cognitive impairment. Results: Participants were 45 ALS+bulbar (30 males, mean age=61±11), 22 ALS-nonbulbar (11 males, age=62±10), 22 bvFTD (13 males, age=63±7), and 34 HC (14 males, age=69±8). ALS+bulbar had smaller VSA and shallower average F2 slopes than ALS-bulbar (VSA: | d |=0.86, p =0.0088; F2 slope: | d |=0.98, p =0.0054), bvFTD (VSA: | d |=0.67, p =0.043; F2 slope: | d |=1.4, p d |=0.73, p =0.024; F2 slope: | d |=1.0, p p =0.033; F2 slope: R=0.25, p =0.048), and smaller VSA was associated with greater listener effort (R=-0.43, p =0.041). Shallower F2 slopes were related to cortical thinning in oralPMC (R=0.50, p =0.03). Neither vowel measure was associated with respiratory nor cognitive test scores. Conclusions: Vowel measures extracted with automatic processing from natural speech are sensitive to bulbar motor disease in ALS-FTD and are robust to cognitive impairment.
- Open Access
- 1 November 2021
- Published by Oxford University Press (OUP) in Annals of the American Thoracic Society
- Vol. 18 (11) , 1761-1772
Telemonitoring for Home-assisted Ventilation: A Narrative Review
The recent advent of remote ventilator telemonitoring has the potential to revolutionize home-assisted ventilation care in the United States and elsewhere. Home ventilation machines (i.e., respiratory assist devices and portable ventilators) can now wirelessly transmit usage and performance data to cloud-based web servers for remote access by participating clinicians. In this Focused Review, we provide an update on available technology, suggest practical applications for clinical care and research, and review supporting literature. Remote monitoring permits early data review, refinement of device settings to optimize ventilatory function, and troubleshooting if a new problem arises after initial setup. Data from home spirometry and noninvasively measured blood gas tensions can complement ventilator data to reflect physiological response. Acknowledging a paucity of published outcome studies, remote telemonitoring may be a cost-effective strategy to reduce emergency room visits, urgent clinic appointments, and hospitalizations. Ongoing clinical trials in Europe aim to expand on the benefit of this rapidly evolving technology. However, several barriers may hinder widespread implementation, especially in the United States. Clinicians must familiarize themselves with each ventilator manufacturer’s proprietary software to safely leverage this technology for improving care. Legal and ethical considerations threaten clinician interest. Medical insurance payers must adapt a reimbursement scheme to incentivize clinicians and durable medical equipment companies to perform this time-consuming service. Cohort-level ventilator data will facilitate multicenter clinical trials focused on improving the respiratory care of this vulnerable population.
- 1 November 2021
- Published by Oxford University Press (OUP) in Annals of the American Thoracic Society
- Vol. 18 (11) , 1761-1772
Open AccessTelemonitoring for Home-assisted Ventilation: A Narrative Review
The recent advent of remote ventilator telemonitoring has the potential to revolutionize home-assisted ventilation care in the United States and elsewhere. Home ventilation machines (i.e., respiratory assist devices and portable ventilators) can now wirelessly transmit usage and performance data to cloud-based web servers for remote access by participating clinicians. In this Focused Review, we provide an update on available technology, suggest practical applications for clinical care and research, and review supporting literature. Remote monitoring permits early data review, refinement of device settings to optimize ventilatory function, and troubleshooting if a new problem arises after initial setup. Data from home spirometry and noninvasively measured blood gas tensions can complement ventilator data to reflect physiological response. Acknowledging a paucity of published outcome studies, remote telemonitoring may be a cost-effective strategy to reduce emergency room visits, urgent clinic appointments, and hospitalizations. Ongoing clinical trials in Europe aim to expand on the benefit of this rapidly evolving technology. However, several barriers may hinder widespread implementation, especially in the United States. Clinicians must familiarize themselves with each ventilator manufacturer’s proprietary software to safely leverage this technology for improving care. Legal and ethical considerations threaten clinician interest. Medical insurance payers must adapt a reimbursement scheme to incentivize clinicians and durable medical equipment companies to perform this time-consuming service. Cohort-level ventilator data will facilitate multicenter clinical trials focused on improving the respiratory care of this vulnerable population.
- 1 March 2021
- Published by Oxford University Press (OUP) in Annals of the American Thoracic Society
- Vol. 18 (3) , 486-494
Noninvasive Ventilation Use Is Associated with Better Survival in Amyotrophic Lateral Sclerosis
Rationale: Noninvasive ventilation (NIV) is standard of care in amyotrophic lateral sclerosis (ALS), yet few data exist regarding its benefits. Objectives: We sought to identify whether the use of NIV was associated with survival in ALS. Methods: This was a single-center retrospective cohort study of 452 patients with ALS seen between 2006 and 2015. We matched one or more NIV subjects (prescribed NIV) to non-NIV subjects (never prescribed NIV) without replacement. The outcome was time from NIV prescription date (NIV subjects) or matched date (non-NIV subjects) until death. We performed a multivariable Cox proportional hazards model with NIV hourly usage as a time-varying covariate and stratified by matched groups. Results: After creating 180 matched groups and adjusting for age, body mass index, ALS Functional Rating Scale Revised dyspnea score, and hourly NIV use, NIV was associated with a 26% reduction in the rate of death compared with non-NIV subjects (hazard ratio [HR], 0.74; 95% confidence interval [CI], 0.57–0.98; P = 0.04). Among those with limb-onset ALS, NIV subjects had a 37% lower rate of death compared with non-NIV subjects (HR, 0.63; 95% CI, 0.45–0.87; P = 0.006). Among NIV subjects, we found that NIV use for an average of ≥4 h/d was associated with improved survival. Conclusions: NIV use was associated with significantly better survival in ALS after matching and adjusting for confounders. Increasing duration of daily NIV use was associated with longer survival. Randomized clinical trials should be performed to identify ideal thresholds for improving survival and optimizing adherence in ALS.
- 1 March 2021
- Published by Oxford University Press (OUP) in Annals of the American Thoracic Society
- Vol. 18 (3) , 486-494
Noninvasive Ventilation Use Is Associated with Better Survival in Amyotrophic Lateral Sclerosis
Rationale: Noninvasive ventilation (NIV) is standard of care in amyotrophic lateral sclerosis (ALS), yet few data exist regarding its benefits. Objectives: We sought to identify whether the use of NIV was associated with survival in ALS. Methods: This was a single-center retrospective cohort study of 452 patients with ALS seen between 2006 and 2015. We matched one or more NIV subjects (prescribed NIV) to non-NIV subjects (never prescribed NIV) without replacement. The outcome was time from NIV prescription date (NIV subjects) or matched date (non-NIV subjects) until death. We performed a multivariable Cox proportional hazards model with NIV hourly usage as a time-varying covariate and stratified by matched groups. Results: After creating 180 matched groups and adjusting for age, body mass index, ALS Functional Rating Scale Revised dyspnea score, and hourly NIV use, NIV was associated with a 26% reduction in the rate of death compared with non-NIV subjects (hazard ratio [HR], 0.74; 95% confidence interval [CI], 0.57–0.98; P = 0.04). Among those with limb-onset ALS, NIV subjects had a 37% lower rate of death compared with non-NIV subjects (HR, 0.63; 95% CI, 0.45–0.87; P = 0.006). Among NIV subjects, we found that NIV use for an average of ≥4 h/d was associated with improved survival. Conclusions: NIV use was associated with significantly better survival in ALS after matching and adjusting for confounders. Increasing duration of daily NIV use was associated with longer survival. Randomized clinical trials should be performed to identify ideal thresholds for improving survival and optimizing adherence in ALS.
- Open Access
Machine learning suggests polygenic contribution to cognitive dysfunction in amyotrophic lateral sclerosis
Amyotrophic lateral sclerosis (ALS) is a multi-system disease characterized primarily by progressive muscle weakness. Cognitive dysfunction is commonly observed in patients, however factors influencing risk for cognitive dysfunction remain elusive. Using sparse canonical correlation analysis (sCCA), an unsupervised machine-learning technique, we observed that single nucleotide polymorphisms collectively associate with baseline cognitive performance in a large ALS patient cohort (N=327) from the multicenter Clinical Research in ALS and Related Disorders for Therapeutic Development (CReATe) Consortium. We demonstrate that a polygenic risk score derived using sCCA relates to longitudinal cognitive decline in the same cohort, and also to in vivo cortical thinning in the orbital frontal cortex, anterior cingulate cortex, lateral temporal cortex, premotor cortex, and hippocampus (N=90) as well as post mortem motor cortical neuronal loss (N=87) in independent ALS cohorts from the University of Pennsylvania Integrated Neurodegenerative Disease Biobank. Our findings suggest that common genetic polymorphisms may exert a polygenic contribution to the risk of cortical disease vulnerability and cognitive dysfunction in ALS.
Open AccessMachine learning suggests polygenic contribution to cognitive dysfunction in amyotrophic lateral sclerosis
Amyotrophic lateral sclerosis (ALS) is a multi-system disease characterized primarily by progressive muscle weakness. Cognitive dysfunction is commonly observed in patients, however factors influencing risk for cognitive dysfunction remain elusive. Using sparse canonical correlation analysis (sCCA), an unsupervised machine-learning technique, we observed that single nucleotide polymorphisms collectively associate with baseline cognitive performance in a large ALS patient cohort (N=327) from the multicenter Clinical Research in ALS and Related Disorders for Therapeutic Development (CReATe) Consortium. We demonstrate that a polygenic risk score derived using sCCA relates to longitudinal cognitive decline in the same cohort, and also to in vivo cortical thinning in the orbital frontal cortex, anterior cingulate cortex, lateral temporal cortex, premotor cortex, and hippocampus (N=90) as well as post mortem motor cortical neuronal loss (N=87) in independent ALS cohorts from the University of Pennsylvania Integrated Neurodegenerative Disease Biobank. Our findings suggest that common genetic polymorphisms may exert a polygenic contribution to the risk of cortical disease vulnerability and cognitive dysfunction in ALS.