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March 2021; 8 (2) ArticleOpen Access

Amyotrophic Lateral Sclerosis Survival Associates With Neutrophils in a Sex-specific Manner

View ORCID ProfileBenjamin J. Murdock, View ORCID ProfileStephen A. Goutman, View ORCID ProfileJonathan Boss, View ORCID ProfileSehee Kim, View ORCID ProfileEva L. Feldman
First published February 2, 2021, DOI: https://doi.org/10.1212/NXI.0000000000000953
Benjamin J. Murdock
From the Department of Neurology (B.J.M., S.A.G., E.L.F.), and Department of Biostatistics (J.B., S.K.), School of Public Health, University of Michigan, Ann Arbor.
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  • ORCID record for Benjamin J. Murdock
  • For correspondence: murdockb@med.umich.edu
Stephen A. Goutman
From the Department of Neurology (B.J.M., S.A.G., E.L.F.), and Department of Biostatistics (J.B., S.K.), School of Public Health, University of Michigan, Ann Arbor.
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Jonathan Boss
From the Department of Neurology (B.J.M., S.A.G., E.L.F.), and Department of Biostatistics (J.B., S.K.), School of Public Health, University of Michigan, Ann Arbor.
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  • For correspondence: bossjona@umich.edu
Sehee Kim
From the Department of Neurology (B.J.M., S.A.G., E.L.F.), and Department of Biostatistics (J.B., S.K.), School of Public Health, University of Michigan, Ann Arbor.
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  • For correspondence: seheek@umich.edu
Eva L. Feldman
From the Department of Neurology (B.J.M., S.A.G., E.L.F.), and Department of Biostatistics (J.B., S.K.), School of Public Health, University of Michigan, Ann Arbor.
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  • ORCID record for Eva L. Feldman
  • For correspondence: efeldman@med.umich.edu
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Amyotrophic Lateral Sclerosis Survival Associates With Neutrophils in a Sex-specific Manner
Benjamin J. Murdock, Stephen A. Goutman, Jonathan Boss, Sehee Kim, Eva L. Feldman
Neurol Neuroimmunol Neuroinflamm Mar 2021, 8 (2) e953; DOI: 10.1212/NXI.0000000000000953

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    Figure 1 Estimated Functional Form of the Association Between Neutrophils and Survival

    Plots show the estimated functional form of the association between neutrophils and survival (the larger the value on the y axis, the higher the hazard) for (A) all participants (model 1), (B) male participants (model 2), and (C) female participants (model 2). (A) Model 1 shows an overall flat line between the 2 × 106/mL and 4 × 106/mL neutrophil counts with an upward sloping line on either side, therefore justifying the cutoffs at <2 × 106/ml, 2–4 × 106/mL, and >4 × 106/mL. Similar trends in the functional form of neutrophils and survival were observed for males (B) and females (C). Each tick mark at the bottom of the graph represents a single participant sample. As illustrated, the decreased risk for the highest neutrophil count is driven by 1 participant.

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    Figure 2 Neutrophil Impact on ALS Survival in Male and Female Participants

    Estimated survival curves using 2 separate models for analysis. (A) In model 1, survival curves were adjusted for age, sex, onset segment, El Escorial criteria at diagnosis, and time between symptom onset and diagnosis. Study ALS participants were categorized into 3 neutrophil groups (<2, 2–4, and >4 × 106 neutrophils/mL of blood). Survival curves were generated by creating a pseudopopulation with identical population characteristics as the study participants for each neutrophil group and calculating their expected survival based on model 1 (table 3). Dashed lines indicate the median survival for each neutrophil group. (B) In model 2, female and male survival curves were displayed separately after adjusting for age, onset segment, El Escorial criteria at diagnosis, and time between symptom onset and diagnosis were estimated from the interaction model. Male and female data sets were categorized into 3 neutrophil groups per sex (<2, 2–4, and >4 × 106 neutrophils/mL of blood). Survival curves were generated by creating a pseudopopulation with identical population characteristics as the study participants for each neutrophil and sex group and calculating their expected survival based on model 2 (table 4). Dashed lines indicate the median survival for each neutrophil and sex group. ALS = amyotrophic lateral sclerosis.

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    Figure 3 Accumulation of Neutrophils in the CNS During ALS

    (A) Spinal cord tissue from control and ALS participants (cervical sections, collected postmortem) was analyzed for neutrophils using flow cytometry. (B) Total neutrophils were quantified in postmortem tissue of the cervical, thoracic, and lumbar spinal cord sections from control and ALS participants. Mean neutrophil counts were: cervical cord, ALS = 10.9 × 103/g, control = 1.6 × 103/g, p = 0.049; thoracic cord, ALS = 3.8 × 103/g, control = 0.7 × 103/g, p = 0.002; and lumbar cord, ALS = 8.4 × 103/g, control = 1.5 × 103/g, p = 0.194. (C) Neutrophil accumulation in the CNS of male and female ALS study participants is compared in the cervical, thoracic, and lumbar sections of the spinal cord. Mean neutrophil counts were: cervical cord, males 12.2 × 103/g, females 9.7 × 103/g, p = 0.686; thoracic cord, males 4.9 × 103/g, females 2.6 × 103/g, p = 0.343; lumbar cord, males 10.6 × 103/g, females 6.2 × 103/g, p = 0.314. *p < 0.05. ALS = amyotrophic lateral sclerosis; FSC = forward scatter.

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