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September 2021; 8 (5) ArticleOpen Access

The Aryl Hydrocarbon Receptor–Dependent TGF-α/VEGF-B Ratio Correlates With Disease Subtype and Prognosis in Multiple Sclerosis

Ana Cirac, Thanos Tsaktanis, Tobias Beyer, View ORCID ProfileMathias Linnerbauer, View ORCID ProfileTill Andlauer, Verena Grummel, Lucy Nirschl, Lena Loesslein, Francisco J. Quintana, Bernhard Hemmer, Veit Rothhammer
First published July 23, 2021, DOI: https://doi.org/10.1212/NXI.0000000000001043
Ana Cirac
From the Department of Neurology (A.C., T.T., T.B., M.L., T.A., V.G., L.N., B.H., V.R.), Klinikum Rechts der Isar, Technical University of Munich Department of Neurology (T.T., M.L., L.L., V.R.), University Hospital Erlangen, Friedrich Alexander University Erlangen-Nuernberg, Germany; Ann Romney Center for Neurologic Diseases (F.J.Q.), Brigham and Women's Hospital, Harvard Medical School, Boston; Broad Institute of MIT and Harvard (F.J.Q.), Cambridge, MA; and Munich Cluster for Systems Neurology (SyNergy) (B.H.), Germany.
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  • For correspondence: a.cirac@tum.de
Thanos Tsaktanis
From the Department of Neurology (A.C., T.T., T.B., M.L., T.A., V.G., L.N., B.H., V.R.), Klinikum Rechts der Isar, Technical University of Munich Department of Neurology (T.T., M.L., L.L., V.R.), University Hospital Erlangen, Friedrich Alexander University Erlangen-Nuernberg, Germany; Ann Romney Center for Neurologic Diseases (F.J.Q.), Brigham and Women's Hospital, Harvard Medical School, Boston; Broad Institute of MIT and Harvard (F.J.Q.), Cambridge, MA; and Munich Cluster for Systems Neurology (SyNergy) (B.H.), Germany.
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  • For correspondence: thanos.tsaktanis@uk-erlangen.de
Tobias Beyer
From the Department of Neurology (A.C., T.T., T.B., M.L., T.A., V.G., L.N., B.H., V.R.), Klinikum Rechts der Isar, Technical University of Munich Department of Neurology (T.T., M.L., L.L., V.R.), University Hospital Erlangen, Friedrich Alexander University Erlangen-Nuernberg, Germany; Ann Romney Center for Neurologic Diseases (F.J.Q.), Brigham and Women's Hospital, Harvard Medical School, Boston; Broad Institute of MIT and Harvard (F.J.Q.), Cambridge, MA; and Munich Cluster for Systems Neurology (SyNergy) (B.H.), Germany.
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Mathias Linnerbauer
From the Department of Neurology (A.C., T.T., T.B., M.L., T.A., V.G., L.N., B.H., V.R.), Klinikum Rechts der Isar, Technical University of Munich Department of Neurology (T.T., M.L., L.L., V.R.), University Hospital Erlangen, Friedrich Alexander University Erlangen-Nuernberg, Germany; Ann Romney Center for Neurologic Diseases (F.J.Q.), Brigham and Women's Hospital, Harvard Medical School, Boston; Broad Institute of MIT and Harvard (F.J.Q.), Cambridge, MA; and Munich Cluster for Systems Neurology (SyNergy) (B.H.), Germany.
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  • ORCID record for Mathias Linnerbauer
  • For correspondence: mathias.linnerbauer@fau.de
Till Andlauer
From the Department of Neurology (A.C., T.T., T.B., M.L., T.A., V.G., L.N., B.H., V.R.), Klinikum Rechts der Isar, Technical University of Munich Department of Neurology (T.T., M.L., L.L., V.R.), University Hospital Erlangen, Friedrich Alexander University Erlangen-Nuernberg, Germany; Ann Romney Center for Neurologic Diseases (F.J.Q.), Brigham and Women's Hospital, Harvard Medical School, Boston; Broad Institute of MIT and Harvard (F.J.Q.), Cambridge, MA; and Munich Cluster for Systems Neurology (SyNergy) (B.H.), Germany.
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Verena Grummel
From the Department of Neurology (A.C., T.T., T.B., M.L., T.A., V.G., L.N., B.H., V.R.), Klinikum Rechts der Isar, Technical University of Munich Department of Neurology (T.T., M.L., L.L., V.R.), University Hospital Erlangen, Friedrich Alexander University Erlangen-Nuernberg, Germany; Ann Romney Center for Neurologic Diseases (F.J.Q.), Brigham and Women's Hospital, Harvard Medical School, Boston; Broad Institute of MIT and Harvard (F.J.Q.), Cambridge, MA; and Munich Cluster for Systems Neurology (SyNergy) (B.H.), Germany.
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Lucy Nirschl
From the Department of Neurology (A.C., T.T., T.B., M.L., T.A., V.G., L.N., B.H., V.R.), Klinikum Rechts der Isar, Technical University of Munich Department of Neurology (T.T., M.L., L.L., V.R.), University Hospital Erlangen, Friedrich Alexander University Erlangen-Nuernberg, Germany; Ann Romney Center for Neurologic Diseases (F.J.Q.), Brigham and Women's Hospital, Harvard Medical School, Boston; Broad Institute of MIT and Harvard (F.J.Q.), Cambridge, MA; and Munich Cluster for Systems Neurology (SyNergy) (B.H.), Germany.
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  • For correspondence: lucy.nirschl@tum.de
Lena Loesslein
From the Department of Neurology (A.C., T.T., T.B., M.L., T.A., V.G., L.N., B.H., V.R.), Klinikum Rechts der Isar, Technical University of Munich Department of Neurology (T.T., M.L., L.L., V.R.), University Hospital Erlangen, Friedrich Alexander University Erlangen-Nuernberg, Germany; Ann Romney Center for Neurologic Diseases (F.J.Q.), Brigham and Women's Hospital, Harvard Medical School, Boston; Broad Institute of MIT and Harvard (F.J.Q.), Cambridge, MA; and Munich Cluster for Systems Neurology (SyNergy) (B.H.), Germany.
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  • For correspondence: lena.loesslein@uk-erlangen.de
Francisco J. Quintana
From the Department of Neurology (A.C., T.T., T.B., M.L., T.A., V.G., L.N., B.H., V.R.), Klinikum Rechts der Isar, Technical University of Munich Department of Neurology (T.T., M.L., L.L., V.R.), University Hospital Erlangen, Friedrich Alexander University Erlangen-Nuernberg, Germany; Ann Romney Center for Neurologic Diseases (F.J.Q.), Brigham and Women's Hospital, Harvard Medical School, Boston; Broad Institute of MIT and Harvard (F.J.Q.), Cambridge, MA; and Munich Cluster for Systems Neurology (SyNergy) (B.H.), Germany.
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  • For correspondence: fquintana@rics.bwh.harvard.edu
Bernhard Hemmer
From the Department of Neurology (A.C., T.T., T.B., M.L., T.A., V.G., L.N., B.H., V.R.), Klinikum Rechts der Isar, Technical University of Munich Department of Neurology (T.T., M.L., L.L., V.R.), University Hospital Erlangen, Friedrich Alexander University Erlangen-Nuernberg, Germany; Ann Romney Center for Neurologic Diseases (F.J.Q.), Brigham and Women's Hospital, Harvard Medical School, Boston; Broad Institute of MIT and Harvard (F.J.Q.), Cambridge, MA; and Munich Cluster for Systems Neurology (SyNergy) (B.H.), Germany.
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Veit Rothhammer
From the Department of Neurology (A.C., T.T., T.B., M.L., T.A., V.G., L.N., B.H., V.R.), Klinikum Rechts der Isar, Technical University of Munich Department of Neurology (T.T., M.L., L.L., V.R.), University Hospital Erlangen, Friedrich Alexander University Erlangen-Nuernberg, Germany; Ann Romney Center for Neurologic Diseases (F.J.Q.), Brigham and Women's Hospital, Harvard Medical School, Boston; Broad Institute of MIT and Harvard (F.J.Q.), Cambridge, MA; and Munich Cluster for Systems Neurology (SyNergy) (B.H.), Germany.
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Citation
The Aryl Hydrocarbon Receptor–Dependent TGF-α/VEGF-B Ratio Correlates With Disease Subtype and Prognosis in Multiple Sclerosis
Ana Cirac, Thanos Tsaktanis, Tobias Beyer, Mathias Linnerbauer, Till Andlauer, Verena Grummel, Lucy Nirschl, Lena Loesslein, Francisco J. Quintana, Bernhard Hemmer, Veit Rothhammer
Neurol Neuroimmunol Neuroinflamm Sep 2021, 8 (5) e1043; DOI: 10.1212/NXI.0000000000001043

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    Figure 1 TGF-α/VEGF-B Ratio and AHR Agonistic Activity Are Decreased in Patients With MS

    TGF-α (A, B) and VEGF-B (C, D) levels as well as AHR agonistic activity (G, H) in serum samples of patients with RRMS in remission (n = 98), SPMS (n = 44), PPMS (n = 36), and their respective controls (A, C, E, G: n = 43; B, D, F, H: n = 16) were assessed. TGF-α and VEGF-B levels were measured in pg/mL using a human TGF-α or VEGF-B ELISA. TGF-α/VEGF-B ratio (E, F) was determined by dividing TGF-α levels by VEGF-B levels. An AHR ligand–sensitive luciferase assay was used. Relative activity was calculated by dividing firefly luciferase activity (pGud-Luc) by Renilla luciferase activity (pTK-Renilla). Values are means of duplicate measurements. Lines represent median and interquartile range. Significance levels were derived using nonparametric tests (Mann-Whitney test and Kruskal-Wallis test with the Dunn multiple comparison test correcting for multiple comparisons). ****p < 0.0001, ***p < 0.001, **p < 0.001, *p < 0.01, and ns = nonsignificant. AHR = aryl hydrocarbon receptor; MS = multiple sclerosis; PPMS = primary progressive MS; RRMS = relapsing-remitting MS; SPMS = secondary progressive MS; TGF-α = transforming growth factor alpha; VEGF-B = vascular endothelial growth factor B.

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    Figure 2 TGF-α/VEGF-B Ratio and AHR Agonistic Activity Are Upregulated in RRMS During Relapse Compared With RRMS in Remission

    TGF-α (A) and VEGF-B (B) levels as well as AHR agonistic activity (D) were assessed in serum samples of patients with RRMS in remission (n = 98), RRMS during relapse (n = 54), and controls (n = 44). TGF-α and VEGF-B levels were measured in pg/mL using a human TGF-α or VEGF-B ELISA. TGF-α/VEGF-B ratio (C) was determined by dividing TGF-α levels by VEGF-B levels. An AHR ligand–sensitive luciferase assay was used. Relative activity was calculated by dividing firefly luciferase activity (pGud-Luc) by Renilla luciferase activity (pTK-Renilla). Values are means of duplicate measurements. Lines represent median and interquartile range. Significance levels were derived using the nonparametric Kruskal-Wallis test with the Dunn multiple comparison test correcting for multiple comparisons. ****p < 0.0001, ***p < 0.001, **p < 0.001, *p < 0.01, and ns = nonsignificant. AHR = aryl hydrocarbon receptor; RRMS = relapsing-remitting multiple sclerosis; TGF-α = transforming growth factor alpha; VEGF-B = vascular endothelial growth factor B.

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    Figure 3 TGF-α/VEGF-B Ratio and AHR Agonistic Activity Are Upregulated in Clinically Isolated Syndrome Compared With RRMS in Remission

    TGF-α (A) and VEGF-B (B) levels as well as AHR agonistic activity (D) were assessed in serum samples of patients with RRMS in remission (n = 98), CIS (n = 20), and controls (n = 44). TGF-α and VEGF-B levels were measured in pg/mL using a human TGF-α or VEGF-B ELISA. TGF-α/VEGF-B ratio (C) was determined by dividing TGF-α levels by VEGF-B levels. An AHR ligand–sensitive luciferase assay was used. Relative activity was calculated by dividing firefly luciferase activity (pGud-Luc) by Renilla luciferase activity (pTK-Renilla). Values are means of duplicate measurements. Lines represent median and interquartile range. Significance levels were derived using the nonparametric Kruskal-Wallis test with the Dunn multiple comparison test correcting for multiple comparisons. ****p < 0.0001, ***p < 0.001, **p < 0.001, *p < 0.01, and ns = nonsignificant. AHR = aryl hydrocarbon receptor; CIS = clinically isolated syndrome; RRMS = relapsing-remitting multiple sclerosis; TGF-α = transforming growth factor alpha; VEGF-B = vascular endothelial growth factor B.

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    Figure 4 TGF-α/VEGF-B Ratio and AHR Agonistic Activity Correlate With the EDSS in RRMS

    TGF-α/VEGF-B ratio (A) and AHR agonistic activity (B) in serum samples of patients with RRMS in remission (n = 98) were assessed. TGF-α and VEGF-B levels were measured in pg/mL using a human TGF-α or VEGF-B ELISA. TGF-α/VEGF-B ratio was determined by dividing TGF-α levels by VEGF-B levels. An AHR ligand–sensitive luciferase assay was used. Relative activity was calculated by dividing firefly luciferase activity (pGud-Luc) by Renilla luciferase activity (pTK-Renilla). Values are presented as means of duplicate measurements. Line shows linear regression of the TGF-α/VEGF-B ratio or AHR agonistic activity and patients' EDSS. Significance levels were derived using Spearman correlation analysis (A: Spearman r = −0.2427; R2 = 0.059; B: Spearman r = −0.2433; R2 = 0.059). AHR = aryl hydrocarbon receptor; EDSS = Expanded Disability Status Scale; RRMS = relapsing-remitting multiple sclerosis; TGF-α = transforming growth factor alpha; VEGF-B = vascular endothelial growth factor B.

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    Figure 5 AHR Agonistic Activity Correlates With Time to Conversion From CIS to MS

    AHR agonistic activity in serum samples of patients with CIS who later converted into RRMS (n = 15) was assessed. An AHR ligand–sensitive luciferase assay was used. Relative activity was calculated by dividing firefly luciferase activity (pGud-Luc) by Renilla luciferase activity (pTK-Renilla). Values are means of duplicate measurements. Line shows linear regression of AHR agonistic activity and patients' time to RRMS diagnosis. Significance levels were derived using Spearman correlation analysis (Spearman r = 0.6512; R2 = 0.424). AHR = aryl hydrocarbon receptor; CIS = clinically isolated syndrome; MS = multiple sclerosis; RRMS = relapsing-remitting multiple sclerosis.

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