CSF Proteomics Reveal Distinct Proteomic Profile in CNS Sarcoidosis Compared to Tuberculous Meningitis
Greer Waldrop1, Sumanth Reddy2, Miranda Sullivan1, Arshdeep Kaur2, Colette Caspar2, ShiLu Vanasupa1, Kelsey Zorn1, Michelle Hughes1, Chloe Gerungan2, Susana Dominguez Penuela3, David Acero-Garces3, Munther Queisi3, Darlisha Williams4, Biyue Dai4, Fiona Cresswell5, David Meya6, David Boulware4, Barney Stern3, Jeffrey Gelfand1, Carlos Pardo-Villamizar3, Michael Wilson2, Ahmed Abdelhak1
1University of California, San Francisco, 2University of California San Francisco, 3The Johns Hopkins University, 4University of Minnesota, 5Brighton and Sussex Medical School, 6Makerere University
Objective:

Identify key protein markers and pathways distinguishing CNS sarcoidosis (CNS-S) from Tuberculosis (TB) Meningitis using unbiased CSF proteomics.

Background:

Differential diagnosis for CNS sarcoidosis is broad, with an overlapping clinical and imaging pattern with TB meningitis. Studying distinct CSF protein changes associated with CNS sarcoidosis can provide unique insights into the pathophysiology of CSN sarcoidosis, a disease characterized by high morbidity and limited molecular understanding. 

Design/Methods:

Clinically collected, CSF samples were selected from two cohorts: 1) biopsy-supported CNS sarcoidosis in the United States and 2) tuberculosis meningitis in Uganda. Over 5000 proteins were measured using the Olink Explore HT, proximity extension assay platform. Multivariate linear regression models of protein abundance values determined differentially expressed proteins in CNS sarcoidosis compared to TB meningitis. Multiple comparisons adjusted for using the Benjamini–Hochberg method. Gene Set Enrichment Analysis identified enriched Gene Ontology pathways. Least absolute shrinkage and selection operator (LASSO) regression models were fitted to determine proteins that best discriminate between CNS sarcoidosis and TB meningitis, with performance and feature stability estimated via 1,000 bootstrap iterations.

Results:

5,398 proteins passed QC criteria and were analyzed in 58 CSF samples (CNS-S, n=34, TB Meningitis, n=24).  Overall, 128 proteins (Increased: 89, Decreased: 39) demonstrated differences in CNS sarcoidosis compared to TB meningitis after adjustment for age, sex, and CSF pleocytosis, which explained up to 52% of variance (median 36% [IQR: 31-41%] of the variance).  Gene enrichment analysis, did not illustrate difference in immune pathways, however synaptic signaling and neuronal development pathways were among the top enriched pathways.  LASSO regressions demonstrated a median AUC of 0.89 for diagnostic classification.  

Conclusions:
CSF proteomics revealed distinct protein abundance in CSF that could discriminate between CNS sarcoidosis and TB meningitis in training models. More detailed analyses including validation datasets are essential as well as identification of protein relationships.
10.1212/WNL.0000000000216921
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