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NeurologyReal-World Cohort5 min read

Performance of Diagnostic Criteria for Autoimmune Encephalitis in Patients With Suspected Rapidly Progressive Dementia

However, the performance of Graus criteria in patients with suspected rapidly progressive dementia (RPD) is unknown.

Published in NeurologyObservational cohort study
3/5 Observational
Evidence Meter · 3/5

Real-World Observation

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Source

Diagnostic Accuracy

89%

The Graus criteria for possible AE reliably identified patients with suspected RPD due to AE. In patients with AE, older age, delays in the initiation of immunomodulatory therapies, and rituximab use (a proxy for severe/refractory AE) were independently associated with progression to AiD.

What Changes?

Neurology · Real-World Cohort

Current Standard

Conventional neurology practice relies on standard-of-care monitoring and existing regimens prior to this study.

New Finding

These findings apply to patients evaluated at specialized referral centers and warrant confirmation in broader settings.

3 Key Takeaways

Plain English Summary
  1. 01Core Finding

    We aimed to determine the diagnostic performance of the Graus criteria for possible AE in patients with suspected RPD and to identify the factors associated with progression to (AiD).

  2. 02Study Evidence

    Tested in a study (74 patients) at the real-world stage.

  3. 03Practical Meaning

    findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.

What This Means for You

The Graus criteria for possible AE reliably identified patients with suspected RPD due to AE. In patients with AE, older age, delays in the initiation of immunomodulatory therapies, and rituximab use (a proxy for severe/refractory AE) were independently associated with progression to AiD. These findings apply to patients evaluated at specialized referral centers and warrant confirmation in broader settings.

The Discovery

The Graus criteria for possible encephalitis (AE) are increasingly used to identify patients most likely to benefit from autoantibody testing and empiric . However, the performance of Graus criteria in patients with suspected rapidly progressive (RPD) is unknown. We aimed to determine the diagnostic performance of the Graus criteria for possible AE in patients with suspected RPD and to identify the factors associated with progression to (AiD). In this study, patients ≥18 years with suspected RPD were enrolled and evaluated at 2 tertiary care centers (Washington University in St. Louis, MO, and Mayo Clinic Jacksonville, FL) from 2016 to 2024. Clinical data, brain imaging, electroencephalograms, and biofluid measures were reviewed, and consensus diagnoses were assigned by independent reviewers. We evaluated the diagnostic performance of the Graus criteria for possible AE against the consensus diagnosis. Among patients with AE, multivariable logistic regression models were used to identify factors independently associated with progression to AiD. Two hundred sixty-one patients with suspected RPD were enrolled (mean age 61.1 years, 46% female, 83% non-Hispanic White), including 74 patients (28%) with AE. The Graus criteria for possible AE demonstrated a clinically meaningful level sensitivity, 96% specificity, and 94% accuracy for the diagnosis of AE in patients with suspected RPD. Two patients with AE died within 3 months of symptom onset. Cognitive impairment persisted beyond 3 months in 47 of 72 surviving patients with AE (65%), meeting proposed criteria for AiD. In multivariable analysis, older age ( [OR] 1.4 per decade, 95% CI 1.0-1.9), longer time to initiation of immunomodulatory treatments (OR 1.4 per month, 95% CI 1.1-1.9), and treatment with rituximab (OR 4.3, 95% CI 1.2-15.1) were independently associated with AiD.

How It Works, Simply

This neurology research focuses on immune response. Researchers evaluated it using an observational cohort study (74 patients) at the real-world cohort stage of medical research.

3 Key Takeaways

Clinical Takeaways
  1. 01Core Finding

    We aimed to determine the diagnostic performance of the Graus criteria for possible AE in patients with suspected RPD and to identify the factors associated with progression to (AiD).

  2. 02Study Evidence

    Tested in a study (74 patients) at the real-world stage.

  3. 03Practical Meaning

    findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.

Key Numbers

Quantitative Study Readout
96%
Diagnostic Accuracy
94%
Diagnostic Accuracy
01

Biological Mechanism & Study Design

Study Design & Cohort

Observational cohort study

Observational cohort study (74 patients) · Real-World Cohort

Biological Pathway & Modality

Immune response

Intervention: Performance of Diagnostic Criteria for Encephalitis in Patients With

02

Experimental Findings & Endpoints

The Graus criteria for possible encephalitis (AE) are increasingly used to identify patients most likely to benefit from autoantibody testing and empiric .

However, the performance of Graus criteria in patients with suspected rapidly progressive (RPD) is unknown. We aimed to determine the diagnostic performance of the Graus criteria for possible AE in patients with suspected RPD and to identify the factors associated with progression to (AiD).

In this study, patients ≥18 years with suspected RPD were enrolled and evaluated at 2 tertiary care centers (Washington University in St. Louis, MO, and Mayo Clinic Jacksonville, FL) from 2016 to 2024.

Clinical data, brain imaging, electroencephalograms, and biofluid measures were reviewed, and consensus diagnoses were assigned by independent reviewers. We evaluated the diagnostic performance of the Graus criteria for possible AE against the consensus diagnosis.

Among patients with AE, multivariable logistic regression models were used to identify factors independently associated with progression to AiD. Two hundred sixty-one patients with suspected RPD were enrolled (mean age 61.1 years, 46% female, 83% non-Hispanic White), including 74 patients (28%) with AE.

The Graus criteria for possible AE demonstrated a clinically meaningful level sensitivity, 96% specificity, and 94% accuracy for the diagnosis of AE in patients with suspected RPD. Two patients with AE died within 3 months of symptom onset.

Cognitive impairment persisted beyond 3 months in 47 of 72 surviving patients with AE (65%), meeting proposed criteria for AiD. In multivariable analysis, older age ( [OR] 1.4 per decade, 95% CI 1.0-1.9), longer time to initiation of immunomodulatory treatments (OR 1.4 per month, 95% CI 1.1-1.9), and treatment with rituximab (OR 4.3, 95% CI 1.2-15.1) were independently associated with AiD.

03

Clinical Translation & Practice Context

The Graus criteria for possible AE reliably identified patients with suspected RPD due to AE.

In patients with AE, older age, delays in the initiation of immunomodulatory therapies, and rituximab use (a proxy for severe/refractory AE) were independently associated with progression to AiD. These findings apply to patients evaluated at specialized referral centers and warrant confirmation in broader settings.

03

The Bottom Line · Clinical Pearl

“The Graus criteria for possible AE reliably identified patients with suspected RPD due to AE. In patients with AE, older age, delays in the initiation of immunomodulatory therapies, and rituximab use (a proxy for severe/refractory AE) were independently associated with progression to AiD.”

Published in Neurology · Current Stage: Real-World Cohort

Practical Next Step

Questions for Your Next Doctor Visit

  1. 1Based on my health history, do these neurology findings (patients With Suspected Rapidly Progressive Dementia) apply to my situation?
  2. 2How do the potential benefits of this approach compare with the standard care I'm currently using?
  3. 3Given the study's key limitation (observational cohort findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.), what risks or follow-up steps should we watch for?
Neurology · Real-World Cohort
Study Type
Observational cohort study

Observational cohort study (74 patients)

Evidence Score
3/5 · Real-World Observation
Evidence Meter · 3/5

Real-World Observation

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Who It Applies To
Patients With Suspected Rapidly Progressive Dementia
Intervention & Mechanism
Performance of Diagnostic Criteria for Autoimmune Encephalitis in Patients With

Immune response

Key Limitation
Observational cohort findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.

Translational Stage

LEVEL 2 · Real-World Cohort

Classified as Observational cohort study along the clinical evidence continuum

  1. Lab & Discovery
  2. Early Trials
  3. Human Evidence
  4. 4Real-World CohortActive

Indexed Clinical Entities

Original Publication & AMA Citation

Performance of Diagnostic Criteria for Autoimmune Encephalitis in Patients With Suspected Rapidly Progressive Dementia. Neurology. Published 2026;Nov 15. Accessed November 15, 2026. https://pubmed.ncbi.nlm.nih.gov/43008255/

Neurology

https://pubmed.ncbi.nlm.nih.gov/43008255/

Read Original Paper

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