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OtherClinical Investigations (Human)

Individual mapping of innate immune cell activation is a candidate marker of patient-specific trajectories of disability worsening in Multiple Sclerosis

Benedetta Bodini, Emilie Poirion, Matteo Tonietto, Charline Benoit, Raffaele Palladino, Elisabeth Maillart, Erika Portera, Marco Battaglini, Geraldine Bera, Bertrand Kuhnast, Celine Louapre, Michel Bottlaender and Bruno Stankoff
Journal of Nuclear Medicine January 2020, jnumed.119.231340; DOI: https://doi.org/10.2967/jnumed.119.231340
Benedetta Bodini
1 Sorbonne Universites, Institut du Cerveau et de la Moelle epiniere, ICM, France;
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Emilie Poirion
1 Sorbonne Universites, Institut du Cerveau et de la Moelle epiniere, ICM, France;
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Matteo Tonietto
1 Sorbonne Universites, Institut du Cerveau et de la Moelle epiniere, ICM, France;
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Charline Benoit
1 Sorbonne Universites, Institut du Cerveau et de la Moelle epiniere, ICM, France;
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Raffaele Palladino
2 Imperial College of London, United Kingdom;
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Elisabeth Maillart
3 AP-HP, Hôpital de la Pitié Salpêtrière, France;
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Erika Portera
1 Sorbonne Universites, Institut du Cerveau et de la Moelle epiniere, ICM, France;
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Marco Battaglini
4 University of Siena, Italy;
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Geraldine Bera
5 AP-HP, Hôpital de la Pitié Salpêtrière,, France;
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Bertrand Kuhnast
6 CEA, France;
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Celine Louapre
7 Sorbonne Universités, UPMC Paris 06, Institut du Cerveau et de la Moelle épiniè, France;
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Michel Bottlaender
6 CEA, France;
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Bruno Stankoff
8 Sorbonne Universités, France
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Abstract

Objective: To develop a novel approach to generate individual maps of white matter (WM) innate immune cell activation using 18F-DPA-714 translocator protein (TSPO) positron emission tomography (PET), and to explore the relationship between these maps and individual trajectories of disability worsening in patients with multiple sclerosis (MS). Methods: Patients with MS (n = 37), whose trajectories of disability worsening over the 2 years preceding study entry were calculated, and healthy controls (n = 19) underwent magnetic resonance magnetic and 18F-DPA-714 PET. A threshold of significant activation of 18F-DPA-714 binding was calculated with a voxel-wise randomized permutation-based comparison between patients and controls, and used to classify each WM voxel in patients as characterized by a significant activation of innate immune cells (DPA+) or not. Individual maps of innate immune cell activation in the WM were employed to calculate the extent of activation in WM regions-of-interests and to classify each WM lesion as “DPA-active”, “DPA-inactive” or “unclassified”. Results: Compared with the WM of healthy controls, patients with MS had a significantly higher percentage of DPA+ voxels in the normal-appearing WM, (NAWM in patients=24.9±9.7%; WM in controls=14.0±7.8%, p<0.001). In patients with MS, the percentage of DPA+ voxels showed a significant increase from NAWM, to perilesional areas, T2 hyperintense lesions and T1 hypointense lesions (38.1±13.5%, 45.0±17.9%, and 51.9±22.9%, respectively, p<0.001). Among the 1379 T2 lesions identified, 512 were defined as DPA-active and 258 as DPA-inactive. A higher number of lesions classified as DPA-active (OR=1.13, P = 0.009), a higher percentage of DPA+ voxels in the NAWM (OR=1.16, P = 0.009) and in T1-spin-echo lesions (OR=1.06, P = 0.036), were significantly associated with a retrospective more severe clinical trajectory in patients with MS. Conclusion: A more severe trajectory of disability worsening in MS is associated with an innate immune cells activation inside and around WM lesions. 18F-DPA-714 PET may provide a promising biomarker to identify patients at risk of severe clinical trajectory.

  • Image Processing
  • Neurology
  • PET
  • Positron Emission Tomography
  • TSPO
  • disability worsening
  • microglia
  • multiple sclerosis
  • Copyright © 2020 by the Society of Nuclear Medicine and Molecular Imaging, Inc.
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Journal of Nuclear Medicine: 66 (5)
Journal of Nuclear Medicine
Vol. 66, Issue 5
May 1, 2025
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Individual mapping of innate immune cell activation is a candidate marker of patient-specific trajectories of disability worsening in Multiple Sclerosis
Benedetta Bodini, Emilie Poirion, Matteo Tonietto, Charline Benoit, Raffaele Palladino, Elisabeth Maillart, Erika Portera, Marco Battaglini, Geraldine Bera, Bertrand Kuhnast, Celine Louapre, Michel Bottlaender, Bruno Stankoff
Journal of Nuclear Medicine Jan 2020, jnumed.119.231340; DOI: 10.2967/jnumed.119.231340

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Individual mapping of innate immune cell activation is a candidate marker of patient-specific trajectories of disability worsening in Multiple Sclerosis
Benedetta Bodini, Emilie Poirion, Matteo Tonietto, Charline Benoit, Raffaele Palladino, Elisabeth Maillart, Erika Portera, Marco Battaglini, Geraldine Bera, Bertrand Kuhnast, Celine Louapre, Michel Bottlaender, Bruno Stankoff
Journal of Nuclear Medicine Jan 2020, jnumed.119.231340; DOI: 10.2967/jnumed.119.231340
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Keywords

  • Image Processing
  • Neurology
  • PET
  • Positron Emission Tomography
  • TSPO
  • disability worsening
  • microglia
  • multiple sclerosis
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