| Literature DB >> 33447262 |
Lara Diem1, Maxine Bürge2, Alexander Leichtle3, Arsany Hakim4, Andrew Chan2, Anke Salmen2, Maria-Eleptheria Evangelopoulos2, Robert Hoepner2.
Abstract
BACKGROUND: Blood-brain barrier dysfunction in active multiple sclerosis (MS) lesions leads to pathological changes of cerebrospinal fluid (CSF). Theoretically, CSF analyses could help to predict relapse recovery and the course of disability. In this monocentric study, we investigated the impact of CSF findings assessed during the first relapse of MS on the short-term course of disability.Entities:
Keywords: EDSS; albumin quotient; cerebrospinal fluid; progression; protein
Year: 2020 PMID: 33447262 PMCID: PMC7780321 DOI: 10.1177/1756286420975909
Source DB: PubMed Journal: Ther Adv Neurol Disord ISSN: 1756-2856 Impact factor: 6.570
Figure 1.Flow chart demonstrating the generation of the cohort.
CSF, cerebrospinal fluid; EDSS, Expanded Disability Status Scale.
Demographic, clinical, cerebrospinal fluid and MRI characteristics of MS patients at relapse.
| Variable | Mean | 95% confidence interval |
| ||
|---|---|---|---|---|---|
| LL | UL | ||||
| Age at lumbar puncture (years) | 34.5 | 32.3 | 36.7 | 100 | |
| Time between symptoms onset and lumbar puncture (days) | 4.3 | 2.4 | 6.1 | 100 | |
| Duration between first EDSS and lumbar puncture (days) | 1.9 | 0.3 | 3.6 | 100 | |
| Duration between follow-up EDSS and lumbar puncture (years) | 0.9 | 0.9 | 1.0 | 100 | |
| Glucocorticoids i.v. (mg) | 3726.6 | 3314.9 | 4138.3 | 94 | |
| CSF cell count (cells/µL) | 8.0 | 6.4 | 9.6 | 99 | |
| CSF protein (g/L) | 0.4 | 0.4 | 0.4 | 99 | |
| CSF IgG (mg/L) | 49.6 | 43.8 | 55.4 | 99 | |
| CSF IgG quotient | 4.9 | 4.4 | 5.4 | 99 | |
| CSF IgG synthesis (%) | 19.8 | 15.2 | 24.4 | 99 | |
| CSF albumin (mg/L) | 239.2 | 216.3 | 262.2 | 99 | |
| CSF albumin quotient | 5.7 | 5.2 | 6.2 | 99 | |
| CSF glucose (mmol/L) | 3.6 | 3.5 | 3.7 | 100 | |
| CSF serum glucose ratio | 0.6 | 0.6 | 0.7 | 100 | |
| CSF lactate (mmol/L) | 1.7 | 1.7 | 1.8 | 97 | |
| EDSS at spinal tab | 2.2 | 2.1 | 2.4 | 100 | |
| Follow-up EDSS | 1.4 | 1.2 | 1.6 | 100 | |
| Variable | Absolute numbers | Percentage |
| ||
| Sex (female) | 66 | 66.0 | 100 | ||
| First diagnosis of MS | 100 | 100.0 | 100 | ||
| Glucocorticoids i.v. | 94 | 94.0 | 100 | ||
| PLEX | 8 | 8.0 | 100 | ||
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| |||||
| Any MRI | 100 | 100 | 100 | ||
| Cerebral MRI | 80 | 83.3 | 96 | ||
| Spinal MRI | 43 | 58.9 | 73 | ||
| Cerebral and spinal MRI | 23 | 33.3 | 69 | ||
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| No immunotherapy | 100 | 100 | 100 | ||
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| No immunotherapy | 9 | 9 | 100 | ||
| Interferon | 23 | 23 | 100 | ||
| Glatiramer acetate | 9 | 9 | 100 | ||
| Teriflunomide | 4 | 4 | 100 | ||
| Dimethyl fumarate | 36 | 36 | 100 | ||
| Fingolimod | 13 | 13 | 100 | ||
| Natalizumab | 4 | 4 | 100 | ||
| Rituximab | 2 | 2 | 100 | ||
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| CSF cell count ⩾5/µL | 51 | 51 | 100 | ||
| CSF/serum glucose index <0.5 | 8 | 8 | 100 | ||
| CSF lactate ⩾2.1 mmol/L | 11 | 11.3 | 97 | ||
| CSF IgG index ⩾0.7 | 13 | 13.1 | 99 | ||
| CSF IgG synthesis >10% | 46 | 46.5 | 99 | ||
| CSF OCB | 92 | 92.0 | 100 | ||
| CSF pathological albumin quotient | 25 | 25.3 | 99 | ||
| CSF protein >0.5 g/L | 15 | 15.2 | 99 | ||
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| Optic neuritis | 33 | 33 | 100 | ||
| Sensory | 35 | 35 | 100 | ||
| Motor | 3 | 3 | 100 | ||
| Sensomotor | 10 | 10 | 100 | ||
| Ataxia | 4 | 4 | 100 | ||
| Brainstem | 14 | 14 | 100 | ||
| Psychomotor | 1 | 1 | 100 | ||
| Variable | Regression coefficient | 95% confidence interval |
| ||
| LL | UL | ||||
| Step 1: simple models | |||||
| CSF cell count ⩾5/µL | −0.002 | −0.38 | 0.38 | 100 | 0.99 |
| CSF/serum glucose index <0.5 | 0.37 | −0.32 | 1.06 | 100 | 0.29 |
| CSF lactate ⩾2.1 mmol/L | 0.13 | −0.47 | 0.73 | 97 | 0.68 |
| CSF IgG index ⩾0.7 | 0.28 | −0.28 | 0.83 | 99 | 0.32 |
| CSF IgG synthesis >10% | 0.006 | −0.39 | 0.40 | 99 | 0.98 |
| CSF presence of OCBs | −0.25 | −0.95 | 0.45 | 100 | 0.48 |
| CSF pathological albumin quotient | 0.50 | 0.07 | 0.92 | 99 |
|
| CSF protein >0.5 g/L | 0.84 | 0.33 | 1.35 | 99 |
|
| Step 2: combined models | |||||
| Sum score albumin quotient and CSF protein (range 0–2) | 0.38 | 0.13 | 0.62 | 98 |
|
| EDSS at lumbar puncture | 0.58 | 0.35 | 0.81 | 98 |
|
| Time between symptom onset and lumbar puncture (days) | 0.03 | 0.006 | 0.048 | 98 |
|
Statistics: multivariate linear regression (MvReg) to predict EDSS after relapse. MvReg was adjusted for EDSS at spinal tab, time between symptoms onset and lumbar puncture, sex, time until post relapse EDSS assessment, immunotherapy post relapse, and relapse treatment with glucocorticoids/PLEX. A two-step model was performed with first inclusion of single CSF values within the simple model and afterwards a combined model including a sum score of the previously identified significant predictors. Sum score CSF albumin quotient and CSF protein was calculated as follows: Var (pathological albumin quotient) + Var (CSF protein >0.5 g/L) resulting in a variable with a range from 0 to 2; significant findings are shown in bold.
CSF, cerebrospinal fluid; EDSS, Expanded Disability Status Scale; Gd, gadolinium; LL, lower limit; MRI, magnetic resonance imaging; MS, multiple sclerosis; OCB, oligoclonal band; PLEX, plasma exchange therapy; UL, upper limit; Var, variable.
Correlation between CSF findings and gadolinium enhancement on cerebral (cMRI) and spinal (sMRI) magnetic resonance imaging.
| Variable | cMRI: gadolinium (+) | sMRI: gadolinium (+) | cMRI and sMRI: gadolinium (+) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mean | 95% CI |
| Mean | 95% CI |
| Mean | 95% CI |
| |||||
| LL | UL | LL | UL | LL | UL | ||||||||
| CSF cell count (cells/µL) | 7.14 | 5.06 | 9.22 | 57 | 8.00 | 3.95 | 12.05 | 20 | 10.17 | 6.42 | 13.93 | 23 | 0.20 |
| CSF protein (g/L) | 0.37 | 0.33 | 0.41 | 56 | 0.38 | 0.32 | 0.43 | 20 | 0.40 | 0.34 | 0.47 | 23 | 0.60 |
| CSF IgG (mg/L) | 42.76 | 37.31 | 48.21 | 57 | 45.22 | 36.34 | 54.09 | 19 | 70.33 | 51.81 | 88.84 | 23 |
|
| CSF IgG quotient | 4.45 | 3.91 | 4.99 | 57 | 4.48 | 3.63 | 5.34 | 19 | 6.40 | 4.92 | 7.88 | 23 | 0.06 |
| IgG synthesis (%) | 16.20 | 10.83 | 21.58 | 57 | 18.38 | 7.13 | 29.64 | 19 | 29.95 | 18.25 | 41.65 | 23 | 0.10 |
| CSF albumin (mg/L) | 236.82 | 203.59 | 270.06 | 57 | 234.95 | 188.18 | 281.71 | 19 | 248.78 | 202.96 | 294.61 | 23 | 0.67 |
| Albumin quotient | 5.68 | 4.96 | 6.41 | 57 | 5.54 | 4.51 | 6.57 | 19 | 5.70 | 4.65 | 6.74 | 23 | 1.0 |
| CSF glucose (mmol/L) | 3.54 | 3.43 | 3.65 | 57 | 3.70 | 3.41 | 3.99 | 20 | 3.58 | 3.38 | 3.7 | 23 | 0.53 |
| CSF serum glucose ratio | 0.63 | 0.60 | 0.66 | 57 | 0.66 | 0.60 | 0.72 | 20 | 0.64 | 0.59 | 0.68 | 23 | 0.67 |
| CSF lactate (mmol/L) | 1.74 | 1.65 | 1.82 | 55 | 1.72 | 1.57 | 1.86 | 20 | 1.70 | 1.60 | 1.79 | 22 | 0.93 |
Statistics: Kruskal–Wallis test; significant findings are shown in bold.
CI, confidence interval; CSF, cerebrospinal fluid; LL, lower limit; UL, upper limit.
Correlation between CSF findings and Expanded Disability Status Scale at time point of sampling.
| Variable | Correlation coefficient |
| |
|---|---|---|---|
| CSF cell count (cells/µL) | −0.11 | 0.27 | 100 |
| CSF protein (g/L) | 0.04 | 0.68 | 99 |
| CSF IgG (mg/L) | 0.02 | 0.82 | 99 |
| CSF IgG quotient | 0.02 | 0.88 | 99 |
| IgG synthesis (%) | −0.08 | 0.42 | 99 |
| CSF albumin (mg/L) | 0.004 | 0.97 | 99 |
| Albumin quotient | 0.05 | 0.60 | 99 |
| CSF glucose (mmol/L) | −0.06 | 0.53 | 100 |
| CSF serum glucose ratio | −0.16 | 0.10 | 100 |
| CSF lactate (mmol/L) | 0.17 | 0.09 | 97 |
Statistic: Spearman-rho test.
CSF, cerebrospinal fluid; n, number of observations.
Magnetic resonance (MR) imaging protocol and CSF methods/pathological values.
| CSF methods/pathological values | |
| CSF cell count | Sysmex Flow Cytometry (Sysmex, Horgen, Switzerland) |
| CSF protein (g/L) | Turbidimetric method with benzethonium chloride TPUC3; Roche Cobas8000 (Roche, Basel, Switzerland) |
| CSF IgG (mg/L) | Nephelometry IgG Siemens BNII (Siemens, Munich, Germany) |
| CSF albumin (mg/L) | Nephelometry ALBT auf Siemens BNII (Siemens, Munich, Germany) |
| CSF glucose (mmol/L) | Enzymatic, hexokinase method, GLUC3 (Glucose HK Gen.3) Roche Cobas8000 (Roche, Basel, Switzerland) |
| CSF lactate (mmol/L) | ABL825 Radiometer (Radiometer Medical ApS Åkandevej Brønshøj, Denmark) |
CSF analysis was performed in the ISO 17025 accredited Center of Laboratory Medicine (ZLM) of the Inselspital – Bern University Hospital (see table above). The following previously described cut offs were used to define pathological CSF findings: Cell Count ≥5 per ul, Protein Concentration >0.5 g/L, CSF/Serum Glucose Quotient < 0.5, Lactate concentration in CSF ≥ 2.1 mmol/l, (5) IGG Index ≥ 0.7 and IgG Synthesis > 10%. Further the age adjusted upper reference value of the albumin quotient (QAlb) was calculated as suggested by Reiber et al.: QAlb= (4 + Age / 15) * 10−3. Positivity of oligoclonal bands was defined as presence of CSF specific OCB referring to type II and III (6).Magnetic resonance (MR) imaging protocolMR images are acquired on 3 Tesla (T) and 1.5T MR scanners (Magnetom Verio 3T, Magnetom Trio 3T, Magnetom Avanto 1.5T and Magnetom 1.5T Aera, Siemens Healthcare, Erlangen, Germany) with a standardized MS protocol containing: (i) diffusion weighted imaging, (ii) 3D T1-weighted MPRAGE pre- and postgadobutrol i.v., (iii) dual echo T2/PD weighted imaging, (iv) 3D FLAIR imaging and (v) 2D T1-weighted imaging post gadobutrol i.v. All patients receive gadobutrol (Gadovist (Bayer: Leverkusen, Germany)) 0.1mL·kg−1 body weight.
CSF, cerebrospinal fluid.