Sex and aging signatures of proteomics in human cerebrospinal fluid identify distinct clusters linked to neurodegeneration.
Sung, Y. J.; Seo, D.; Timsina, J.; Kohlfeld, P.; Morris, J.; Schindler, S.; Park, T.; Heo, G.; Apio, C.; Lee, C. M.; Ruiz, A.; Fernandez, V.; Cruchaga, C.; Boada, M.; Orellana, A.
Show abstract
Sex and age are major risk factors for chronic diseases. Recent studies examining age-related molecular changes in plasma provided insights into age-related disease biology. Cerebrospinal fluid (CSF) proteomics can provide additional insights into brain aging and neurodegeneration. By comprehensively examining 7,006 aptamers targeting 6,139 proteins in CSF obtained from 660 healthy individuals aged from 43 to 91 years old, we subsequently identified significant sex and aging effects on 5,097 aptamers in CSF. Many of these effects on CSF proteins had different magnitude or even opposite direction as those on plasma proteins, indicating distinctive CSF-specific signatures. Network analysis of these CSF proteins revealed not only modules associated with healthy aging but also modules showing sex differences. Through subsequent analyses, several modules were highlighted for their proteins implicated in specific diseases. Module 2 and 6 were enriched for many aging diseases including those in the circulatory systems, immune mechanisms, and neurodegeneration. Together, our findings fill a gap of current aging research and provide mechanistic understanding of proteomic changes in CSF during a healthy lifespan and insights for brain aging and diseases.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Heterochronic parabiosis reprograms the mouse brain transcriptome by shifting aging signatures in multiple cell types 96%
- Multi-organ and Multi-omics Biological Aging Clocks: Generation, Interpretation, and Application 96%
- A Unified Framework for Systematic Curation and Evaluation of Aging Biomarkers 95%
Similar papers in this journal
- Characterization of mitochondrial DNA quantity and quality in the human aged and Alzheimer’s disease brain 94%
- APOE Genotype Influences on The Brain Metabolome of Aging Mice - Role for Mitochondrial Energetics in Mechanisms of Resilience in APOE2 Genotype. 93%
- A Microglial Activity State Biomarker Panel Differentiates Ftd-Granulin And Ad From Control Cases 93%
Similar papers in this journal
Similar papers in this journal
"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.