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Cerebrospinal fluid proteomics identifies calcyphosine and follistatin-like 1 as exploratory candidate proteins of interest in hydrocephalus.

Overview

Authors: Hao Han1, Xun Xie1, Mingchen Xie1, Yahui Zhang1, Jianhua Cheng1, Jian Xu1
  1. Department of Neurosurgery, The Affiliated Hospital of Qingdao University, Qingdao, China
Journal: Frontiers in neurology, volume 17, article 1826512
Dates: received 9 March 2026; accepted 12 May 2026; published online 29 May 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.3389/fneur.2026.1826512 · PMID 42293101 · PMCID PMC13260795 · OpenAlex W7162760410
Open access: gold, a free copy (OpenAlex)
Status: data only
Categories: genetics / omics (modality), human (organism), other condition (population), cellular / molecular (subfield)
Methods: Statistics, Machine learning, Connectivity
Keywords: calcyphosine, cerebrospinal fluid, follistatin-like 1, hydrocephalus, idiopathic normal pressure hydrocephalus, Olink, post-hemorrhagic hydrocephalus, proteomics
Topic: Cerebrospinal fluid and hydrocephalus (Cellular and Molecular Neuroscience, Neuroscience), according to OpenAlex
Funding: National Natural Science Foundation of China (82503929); Natural Science Foundation of Shandong Province
Citations: not cited yet (Europe PMC); 55 references in the paper

Abstract

Background: Hydrocephalus comprises etiologically heterogeneous disorders that converge on ventricular enlargement but may be associated with distinct protein-abundance patterns within the cerebrospinal fluid (CSF) compartment. This exploratory study compared CSF proteomic profiles in post-hemorrhagic hydrocephalus (PHH) and idiopathic normal pressure hydrocephalus (iNPH) to characterize CSF protein-abundance patterns associated with these two hydrocephalus and identify proteins for further validation.

Methods: Cerebrospinal fluid samples from 11 participants, including five patients with PHH, three with iNPH, and three non-hydrocephalus controls, were analyzed using Olink proximity extension assay proteomics. Normalized protein expression values were assessed by quality-control analysis, differential expression analysis, and functional annotation using Gene Ontology, KEGG, Reactome, InterPro, Disease Ontology, and STRING-based protein interaction analyses. Differentially expressed proteins were screened using nominal p values, with false discovery rate adjustment calculated for statistical interpretation. Calcyphosine (CAPS) and follistatin-like 1 (FSTL1) were further assessed by ELISA in an expanded cohort.

Results: All samples passed quality-control criteria. Compared with the non-hydrocephalus control group, both PHH and iNPH showed predominantly downregulated CSF proteomic profiles, with different exploratory protein-abundance patterns. PHH showed relative CAPS elevation together with reduced proteins related to neuronal structural maintenance, synaptic signaling, axon guidance, immune communication, and extracellular regulation. Functional annotation analyses identified overrepresented terms related to inflammatory signaling, cytokine-receptor interaction, cell adhesion, calcium-related signaling, lysosomal clearance, glycan remodeling, and neural pathways. In iNPH, FSTL1 was relatively increased, whereas proteins involved in synaptic function, axon guidance, cell adhesion, growth-factor signaling, extracellular matrix organization, and cellular stress responses were decreased. Enrichment analyses highlighted neural connectivity, receptor-associated signaling, inflammatory pathways, proteostasis, glycosaminoglycan metabolism, and cilium- or centrosome-related processes. ELISA reproduced the direction of the proteomic findings, showing higher CSF CAPS levels in PHH and higher CSF FSTL1 levels in iNPH than in the non-hydrocephalus control group.

Discussion: The PHH and iNPH share a ventricular phenotype but exhibit distinct CSF proteomic signatures. CAPS and FSTL1 may represent exploratory proteins of interest within different hydrocephalus-related annotation contexts. These findings require validation in larger, independent, longitudinal cohorts before clinical biomarker inferences are made.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

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Data

Datasets cited

Data availability statement

The original contributions presented in the study are publicly available. These data can be found here: Figshare, DOI: 10.6084/m9.figshare.32091790 (https://doi.org/10.6084/m9.figshare.32091790). The raw Olink NPX data, clinical information, and ELISA validation data are also provided in the Supplementary material.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 2, 28 September 2026

  • Funding: added National Natural Science Foundation of China: 82503929; Natural Science Foundation of Shandong Province

Version 1, 28 September 2026: the first record

Recorded: type, language, journal, volume, pages, dates, 6 authors, 8 keywords, 55 references.

Cite

This paper

Han, H., Xie, X., Xie, M., Zhang, Y., Cheng, J., & Xu, J. (2026). Cerebrospinal fluid proteomics identifies calcyphosine and follistatin-like 1 as exploratory candidate proteins of interest in hydrocephalus. Frontiers in neurology, 17, 1826512. https://doi.org/10.3389/fneur.2026.1826512

BibTeX

@article{han2026cerebrospinal,
author = {Han, Hao and Xie, Xun and Xie, Mingchen and Zhang, Yahui and Cheng, Jianhua and Xu, Jian},
title = {{Cerebrospinal fluid proteomics identifies calcyphosine and follistatin-like 1 as exploratory candidate proteins of interest in hydrocephalus}},
journal = {Frontiers in neurology},
year = {2026},
month = may,
volume = {17},
pages = {1826512},
publisher = {Frontiers Media SA},
issn = {1664-2295},
doi = {10.3389/fneur.2026.1826512},
url = {https://doi.org/10.3389/fneur.2026.1826512},
pmid = {42293101},
pmcid = {PMC13260795}
}

RIS

TY - JOUR
AU - Han, Hao
AU - Xie, Xun
AU - Xie, Mingchen
AU - Zhang, Yahui
AU - Cheng, Jianhua
AU - Xu, Jian
TI - Cerebrospinal fluid proteomics identifies calcyphosine and follistatin-like 1 as exploratory candidate proteins of interest in hydrocephalus
T2 - Frontiers in neurology
J2 - Front Neurol
PY - 2026
DA - 2026/05/29
VL - 17
SP - 1826512
SN - 1664-2295
PB - Frontiers Media SA
DO - 10.3389/fneur.2026.1826512
UR - https://doi.org/10.3389/fneur.2026.1826512
LA - en
ER -

CSL-JSON

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