Extracellular vesicles as a liquid biopsy for amyotrophic lateral sclerosis: a systematic review and meta-analysis
Bolsinger, M. M.; Vivek, N.; Singh, J.; Challa, A.; Khorrami, F.; Zhu, A.; Rothell, T.; Wang, S.; Robbins, N.; Fenwick, L.; Ruttenberg, G.; Bogoniewski, A.; Taha, H. B.
Show abstract
BackgroundDefinitive diagnosis of amyotrophic lateral sclerosis (ALS) is only possible through a postmortem examination. Extracellular vesicles (EVs) have emerged as promising minimally invasive biomarkers for ALS, but studies vary widely in methodology and reproducibility. We conducted a systematic review and meta-analysis to evaluate the diagnostic potential of EV-associated proteins and RNAs in ALS. MethodsFollowing PRISMA guidelines, we searched PubMed and EMBASE from inception to October 15, 2025. Thirty-nine studies met inclusion criteria. Random-effects models were used for continuous outcomes, and diagnostic accuracy was assessed using hierarchical summary ROC and bivariate random-effects models. Publication bias was evaluated using Begg, Egger, and funnel plots. ResultsEV-associated TDP-43 was the most frequently studied protein. Meta-analysis of five studies showed a moderate but non-significant increase in ALS vs. controls (SMD = 1.30) with high heterogeneity (I{superscript 2} = 97.8%). Sixteen studies assessing EV-RNA biomarkers showed minimal overlap and limited independent replication. Diagnostic accuracy meta-analysis across 11 studies yielded moderate performance (AUC = 0.839). No publication bias was found across both meta-analyses. ConclusionsEV biomarkers for ALS show biological promise but are limited by methodological variability and insufficient replication. Standardized protocols, transparent data sharing, and independent validation are needed.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The oligogenic structure of amyotrophic lateral sclerosis has genetic testing, counselling, and therapeutic implications 93%
- Spinal Cord Motor Neuron Phenotypes and Polygenic Risk Scores in Sporadic Amyotrophic Lateral Sclerosis: Deciphering the Disease Pathology and Therapeutic Potential of Ropinirole Hydrochloride 92%
- Metal mixtures associate with higher amyotrophic lateral sclerosis risk and mortality independent of genetic risk and correlate to self-reported exposures: a case-control study 90%
Similar papers in this journal
- Skeletal muscle biomarkers of amyotrophic lateral sclerosis: a large-scale, multi-cohort proteomic study 95%
- Elevated plasma phosphorylated tau 181 in amyotrophic lateral sclerosis relates to lower motor neuron dysfunction 94%
- MS-driven metabolic alterations are recapitulated in iPSC-derived astrocytes 91%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Image-based deep learning reveals the responses of human motor neurons to stress and ALS 92%
- miRNA biomarkers for diagnosis of ALS and FTD, developed by a nonlinear machine learning approach 92%
- SFPQ intron retention, reduced expression and aggregate formation in central nervous system tissue are pathological features of amyotrophic lateral sclerosis 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.