Evidence map›Paper›PMID 42243753›Full record

ArticleBMC neurology2026

Intrathecal antibody synthesis - Reiber method revisited.

John J Halperin, Dane Granger

Abstract read
In one paragraph

Article in BMC neurology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

John J HalperinDepartment of Neurology, Atlantic Health Overlook Medical Center, Summit, NJ, 07901, USA. John.halperin@atlantichealth.org.ORCID http://orcid.org/0000-0003-1170-1710
Dane GrangerDivision of Clinical Microbiology & Division of Translational Research, Innovation, and Test Development, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCSF immunoglobulin (IgG) often informs diagnosis in CNS inflammatory disease- qualitatively (oligoclonal bands; OCBs), or quantitatively (CSF: serum IgG: albumin, e.g. IgG index). Most US laboratories estimate excess CSF IgG using linear models, most in Europe, Reiber's hyperbolic model - the latter often also incorporated into CSF pathogen-specific immunoreactivity calculations. We compared Reiber hyperbolic and linear approaches.

methodsRequired data were available for 1,872 samples, Lyme-specific data for 1,365. We compared linear and Reiber's hyperbolic models to determine which better describes normal CSF: serum IgG/albumin, assessed correlations with OCBs using ROC analysis and compared Lyme-specific antibody indices (AI) by both methods.

resultsOn linear regression (CSF: serum albumin vs. CSF: serum IgG) in 890 normals, r 0.98; 0.86 on polynomial. In 982 abnormals r was 0.95 by both linear and polynomial regression. Linear regression slope was 74% greater in abnormals than normals. We tested the linearity of the Reiber hyperbolic model and found it to be essentially linear in the clinically relevant range. Dichotomizing the full dataset by OCBs, IgG index ROC AUC was 0.81, Reiber 0.74 (p<0.001). Linear models consistently demonstrated stronger associations with OCBs than the Reiber method. IgG index and IgG synthesis cutoffs from ROC analyses differed substantially from, and were more robust than, customary ones. On Lyme AI analysis, Reiber modification was potentially applicable in just 14.7% of samples, possibly changing the diagnostic conclusion in just 0.1%.

conclusionsLinear models more accurately reflect intra-CNS inflammation, including a novel linear regression model. Notably, we found that, despite its equation's complexity, the Reiber hyperbolic model is also linear in the clinically relevant range. In CNS inflammation, local antibody production and altered BBB/BCB permeability both contribute to excess CSF IgG. ROC-derived cutoffs for IgG index and IgG synthesis more accurately reflect CSF immunoreactivity. Reiber Q

Indexed as

Immunoglobulin GLyme NeuroborreliosisOligoclonal BandsHumansLinear ModelsROC CurveImmunoglobulin GOligoclonal BandsAntibody indexB burgdorferiCerebrospinal fluidIntrathecal antibodyLyme neuroborreliosisReiber

Identifiers

PMID42243753
PMCPMC13495329

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.