Molecular Pathways and Circulating Biomarkers in Cerebral Cavernous Malformations—A Systematic Review
Abstract
1. Introduction
1.1. CCM Genes Germline Mutations
1.2. The “Two-Hit” Mechanism
1.3. The Gain-of-Function Mutations as a Consequence of CCM Complex Loss-of-Function
1.4. Molecular Signaling Pathways Involved in CCM Lesion Formation and Progression
1.5. The Role of Rho/ROCK and ADAMTS in CCM Vascular Lesions
1.6. The Gut–Brain Axis in CCM Disease
1.7. CCM Disease Progression and Hemorrhage
1.8. The Problem of Symptomatic Hemorrhage
1.9. Plasmatic Molecular Biomarkers and Their Diagnostic and Prognostic Applications in Cerebral Cavernous Malformation Disease
1.10. Biomarkers: Context and Definitions
2. Methods
2.1. Systematic Literature Review
2.2. Data Analysis
3. Results and Discussion
3.1. Literature Review
3.2. Identification and Validation of Circulating Plasma Biomarkers
3.3. The Problem with Symptomatic Hemorrhage
3.4. Gut Microbiome-Related Studies
3.5. Magnetic Resonance Imaging Modalities as In Vivo Biomarkers
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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| Biomarker | Mechanisms of Disease | Rationale | Reference |
|---|---|---|---|
| 25-OH Vitamin D | Inflammation process, autophagy, immune response | Lower plasmatic levels of Vitamin D have been observed in CCM patients with a more aggressive disease course. Also, peripheral plasma vitamin D has been shown to reflect the severity of CCM disease. | Girard et al. 2016 [69] Gibson et al. 2015 [70] Venugopal et al. 2022 [71] Flemming et al. 2020 [72] |
| CCL2/MCP-1 | Inflammation | Increased CCL2/MCP-1 induces Blood–Brain Barrier permeability and activates the Rho/ROCK pathway. | Retta et al. 2016 [3] Keep et al. 2014 [73] Luissint et al. 2012 [74] |
| C-reactive protein (CRP) | Inflammation process, autophagy, immune response | CCM3 polymorphism is associated with increased CRP plasma levels. CRP increases Blood–Brain-Barrier permeability. | Gao et al. 2018 [75] Hsuchou et al. 2012 [76] López-Ramírez et al. 2019 [53] |
| Endoglin | Inflammation process, autophagy, immune response | Soluble endoglin induces cerebral endothelium remodeling and may promote sporadic AVM formation. Endoglin gene loss is an identified cause of hereditary hemorrhagic telangiectasia. | Chen et al. 2009 [77] McAllister et al. 1994 [78] |
| Thrombomodulin/Thrombospondin 1 (TSP1) | Coagulation domains and Thrombin–endothelial interactions, angiogenesis | KRIT1 gene inactivation causes an upregulation of KLF2/4 factors which in turn inhibits Thrombomodulin/Thrombospondin 1 expression, creating a permissive microenvironment for angiogenic factors. | López-Ramírez et al. 2017 [79] DiStefano et al. 2020 [54] |
| Platelet factor-4 (CXCL-4) | Inflammation, angiogenesis | It has been observed that high blood levels of Platelet factor-4 is associated with inflammatory, and matrix mechano-transduction processes involved in CCM formation in familial cases. | Lazzaroni et al. 2024 [67] |
| Granulocyte–macrophage Colony-stimulating factor (GM-CSF) | Inflammation process, autophagy, immune response | Asymptomatic CCM patients may show elevated plasma levels of GM-CSF compared to symptomatic patients. | Chehuen-Bicalho et al. 2021 [80] |
| Galectin-3 (Gal-3) | Inflammatory response | Studies in cellular and animal models have shown that Gal.3 expression levels are inversely correlated with those of KRIT1, one of the major causative genes for CCM disease, implying a functional relationship. | Kar et al. 2024 [81] |
| Cholic/Glycocholic Acid | Inflammation, angiogenesis | It has been shown that glycocholic acid inhibits VEGF-induced angiogenesis in choroidal endothelial cells and protects against oxidative damage. Also, it has been described that CCM patients may express different plasma concentration in comparison to healthy subjects | Srinath et al. 2023 [64] |
| Arachidonic/Linolenic Acid | Inflammation process, autophagy, immune response | Patients presenting with symptomatic hemorrhage showed greater plasma levels of both metabolites. It is proposed that LPS, in addition to its role in TLR-4 signaling and MAPK/MEKK3/ERK3 upregulation, indices COX-1/COX-2 expression, possibly explaining the increased blood levels seen in those patients. | |
| Seric Bilirubin | Inflammation process, autophagy, immune response | CCM patients with an aggressive course show lower levels of bilirubin, suggesting a possible link between reduced bilirubin antioxidant effect and cumulative activity of CCM disease during a patient’s life. | |
| Interferon gamma (IFN γ) | Endothelial permeability inflammation | Increased plasmatic levels of IFN γ in CCM patients is associated with an aggressive clinical course of disease. IFN γ increases endothelial permeability and induces cytoskeletal derangements. | Girard et al. 2018 [82] Ng et al. 2015 [83] |
| Interleukins: | |||
| IL-1 β | Inflammation, immune response, angiogenesis | Lower plasmatic levels of IL-6 and elevated levels of IL-1 β in CCM patients who experienced clinical lesional activity within the first year following the initial blood sample. | Girard et al. 2018 [62] Girard et al. 2018 [82] Pawlikowska et al. 2004 [84] Jauhiainen et al. 2022 [85] Chehuen-Bicalho et al. 2021 [80] |
| IL-2 | |||
| IL-6 | Increased plasmatic levels of IL-2 and IL-1 β is associated with an aggressive clinical course. | ||
| IL-8 | |||
| IL-10 | IL-27 can promote Th1 differentiation and consequent activation of the inflammatory response. It has been observed that asymptomatic CCM patients tend to show increased plasma levels of IL-27. | ||
| IL-27 | |||
| Leukocyte-EC Adhesion: | |||
| Vascular Cell Adhesion Molecule 1 (VCAM-1) | Inflammation, endothelial permeability | Increased expression of ICAM-1/VCAM-1 on endothelial cells is a biomarker of inflammation. | Lampugnani et al. 2018 [86] Robinson et al. 1995 [87] Jauhiainen et al. 2024 [88] |
| Intercellular Adhesion Molecule 1 (ICAM-1)/Cluster of Differentiation 54 (CD54) | CCM lesions tend to show a lower expression of ICAM-1/VCAM-1. | ||
| Lipoproteins: | |||
| High-Density Lipoprotein (HDL) Non-HDL Cholesterol Low-Density Lipoprotein (LDL) Triglycerides | Inflammation | Simvastatin downregulates Rho/ROCK activity in CCM lesions on mature mice. Lower levels of non-HDL cholesterol are associated with a more aggressive clinical presentation. Simvastatin rescues CCM phenotype in preclinical studies in mice. | Shenkar et al. 2017 [89] Girard et al. 2016 [69] Whitehead et al. 2009 [22] |
| Extracellular Matrix Proteins & Gut Microbiome Proteins: | |||
| MMP-2 MMP-9 | Extracellular matrix remodeling, endothelial permeability | Plasma levels of MMP-2 and MMP-9 were respectively higher and lower in CCM patients with previous seizure activity. Higher expression levels of MMP-2 and MMP-9 may explain cases of CCM with subclinical hemorrhage. | Girard et al. 2018 [62] Bicer et al. 2010 [90] |
| ADAMTS4 | MAPK signaling, PI3K-mTOR signaling, microbiome mechanisms, inflammatory process. | There is evidence of a strong synergy between loss of KRIT1 and ADAMTS4/5 gain in brain endothelial cells during early stages of CCM lesion formation. | Hong et al. 2020 [40] |
| ADAMTS5 | |||
| Toll-like Receptor 4 (TLR-4) | Studies demonstrate that genetic changes associated with altered TLR-4 and CD-14 expression result in coordinate changes in CCM lesion formation in both humans and mice. | Tang et al. 2017 [49] | |
| LPB/LPS | Studies shown that blood-borne GNB and LPS are strong drivers of CCM formation in mice models through activation of TLR-4/MEKK3/KLF2-4 signaling pathways. | Polster et al. 2020 [91] | |
| Mucin-2 Glycoprotein (MUC-2) | MUC-2 is a glycoprotein secreted by goblet cells and is the primary constituent of the colonic mucosal barrier. Loss of PDCD10 on intestinal endothelial cells is associated with disruption of the colonic mucosal barrier. | Tang et al. 2019 [45] Bergstrom et al. 2010 [92] Chassaing et al. 2012 [93] | |
| Fecal Lipocalin-2 (LCN-2) | Fecal Lipocalin-2 is a secreted inflammatory response protein that has been shown to be a sensitive and dynamic marker of colitis in murine models. | ||
| Roundabout 4. (ROBO-4) | Angiogenesis, endothelial permeability | Greater plasma levels of ROBO-4 in CCM subjects who experienced clinical lesional activity within the first year following an initial blood sample. | Girard et al. 2018 [62] Wüstehube et al. 2010 [94] Jones et al. 2008 [95] |
| CCM1 gene is associated with a downregulation of ROBO-4 gene expression. | |||
| ROBO-4 gen inhibits endothelial hyper-permeability and abnormal angiogenesis. | |||
| Soluble cluster of differentiation 14 (sCD14) | Inflammation | Lower plasma levels of sCD14 in CCM subjects who experienced clinical lesional activity within the first year following an initial blood sample. CD14 polymorphisms coding for the anchored membrane are associated with higher CCM lesion burden in familial-CCM cases. CD14 polymorphisms are associated with an increased susceptibility for high CCM lesions burden. | Girard et al. 2018 [62] Tang et al. 2017 [49] Choquet et al. 2014 [96] |
| Transforming Growth Factor Beta Receptor-3 (TGF-βR3) | Angiogenesis, endothelial permeability | TGF-βR3 belongs to one of the three types of TGF-β receptors, which has been implicated in the pathology of CCM. | Wetzel-Strong et al. 2021 [97] |
| Tumor Necrosis Factors: | |||
| TNF-α TNF-RI | Inflammation | Increased TNF-α plasma levels in CCM patients is associated with an aggressive clinical course. Homozygosity for the TNF-α 308 GG genotype is associated with a greater risk of intracerebral hemorrhage in AVMs. | Girard et al. 2018 [62] Pawlikowska et al. 2004 [84] Cunha et al. 2017 [98] Jung et al. 2003 [99] |
| Vascular Endothelial Growth Factor (VEGF) | Angiogenesis, endothelial permeability | Lower plasma levels of VEGF in CCM subjects who experienced clinical lesional activity within the first year following an initial blood sample. VEGF is associated with vasculogenesis and endothelial permeability. Also, VEGF expression has dynamic changes during the clinical course of CCM disease. | |
| Micro-Ribonucleic Acids: | |||
| hsa-miR-363-3p hsa-miR-486-5p hsa-miR15a-5p hsa-miR-25-3p hsa-miR106b-3p hsa-miR-16-2-3p hsa-miR-183-5p hsa-miR-16-5p hsa-miR185-5p hsa-miR-501-3p hsa-miR-181a-5p hsa-miR.532-5p hsa-miR-7641-2-3p_novel | Inflammation, angiogenesis | Micro-Ribonucleic Acids isolated from diverse body fluids, including plasma, have been shown to rescue endothelial phenotype and to inhibit vasculogenesis through downregulation of pro-inflammatory interleukins. | Girard et al. 2021 [63] Lyne et al. 2019 [100] Venugopal et al. 2022 [71] Florian et al. 2021 [101] |
| Coagulation Signaling-Related Factors: | |||
| Plasma Kallikrein (Pka) | Inflammation, immune response, angiogenesis | Implicated in blood coagulation, fibrinolysis, hemostasis, and inflammatory response. Low plasmatic levels of Kallikrein leads to vascular bleeding and has been implicated in hereditary angioedema and hemorrhagic stroke in Hispanic population. | Croft et al. 2024 [102] |
| Serpin Family F Member 1/2 (SERPINF1/2) | Plays critical roles in vascular angiogenesis and has been implicated in retinal vascular leakage and hemorrhagic stroke. | ||
| Peptidoglycan Recognition Protein-2 (PGLYRP2) | Has a role in immunomodulation and innate immunity, and has been associated with hemorrhagic stroke. | ||
| Adenomatous Polyposis Coli Gene (Apc) | Has a critical role in development, negatively regulating Wnt signaling, and may be involved in angiogenesis. | ||
| Retinol Binding Protein 4 (RBP-4) | There is evidence of a strong link between RBP-4 and the severity of diverse cardiovascular disorders, also associated with hemorrhagic stroke. | ||
| Genes Expressing Single-Nucleotide Polymorphisms (SNPs): | |||
| Protein Tyrosine Phosphatase Non-Receptor Type 2 (PTPN2) | Inflammation, immune response, angiogenesis | SNPs in the PTPN2 in combination with other variants have been shown to possibly increase the susceptibility of chronic inflammatory disorders. Also, patients who inherit the PTPN2 rs72872125 genotype have high levels of IL-10 when compared with controls. | Galvao et al. 2024 [103] |
| Vitamin D Receptor (VDR) | Vitamin D3 decreases CCM lesion burden through inhibiting ROCK activity in murine models. Some SNPs in genes involved in Vitamin D signaling have been reported to have association with vitamin D deficiency. | ||
| Low Affinity Immunoglobulin Gamma Fc Region Receptor II-a (FCGR2A) | Mediates changes in endothelial function and inflammatory response, thus being capable of increasing the expression of ICAM-1 and E-Selectin in human umbilical vein endothelial cells. | ||
| Small Nucleolar RNAs (snoRNAs) on CCM Tissue: | |||
| SNORD115-32 | Angiogenesis and vascular homeostasis | Recent studies have provided evidence for snoRNAs’ role in CCM pathogenesis, concluding that the robust down-regulation of SNORD115-32 and SNORD114-22 may be of biological and functional relevance for patients suffering from CCM within the brainstem. | Kar et al. 2018 [104] |
| SNORD114-22 | |||
| SNORD113-3 | |||
| Candidate Imaging Biomarkers: | |||
| Dynamic Contrast-Enhanced Quantitative Perfusion (DCEQP) | Rho/ROCK-mediated vascular hyperpermeability | Allows assessment of brain vascular permeability in CCM subjects. Also, greater permeability in white matter far from lesions has been observed in familial CCM cases than in sporadic cases, suggesting a correlation with a more aggressive CCM disease. Increased permeability would reflect current on-going rate of endothelial leaking. | Kim et al. 2021 [105] Sone et al. 2021 [106] Girard et al. 2017 [107] Mikati et al. 2015 [108] |
| Quantitative Susceptibility Mapping (QSM) | A method developed to measure the magnetic susceptibility of brain tissue, an intrinsic biophysical property of the tissue that is directly proportional to the local iron content. In CCM patients it would reflect the integral or historical accumulation of leaking through iron deposition. | Hage et al. 2023 [109] Zeineddine et al. 2018 [110] Girard et al. 2017 [107] Tan et al. 2016 [111] Mikati et al. 2014 [112] | |
| Gene | Associated Plasma Biomarker | Related Disease Mechanisms | Biomarker’s Utility |
|---|---|---|---|
| IL10RA | IL-10 | Inflammation | Diagnostic |
| CD14 | sCD14 | Inflammation | Diagnostic/Prognostic |
| VEGFA | VEGF | Angiogenesis/Endothelial permeability | Diagnostic/Prognostic |
| FLT1 | VEGF | Angiogenesis/Endothelial permeability | Diagnostic/Prognostic |
| FCGR2B | CRP | Inflammation | Diagnostic |
| CASP1 | IL-1 β | Inflammation | Prognostic |
| IL1R2 | IL-1 β | Inflammation | Prognostic |
| ROBO4 | ROBO4 | Angiogenesis/Endothelial permeability | Prognostic |
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Karadachi, H.H.; González-Gallardo, E.; Rauschenbach, L.; Dinger, T.; Zwanziger, D.; Schmidt, B.; Michel, A.; Engel, A.; Schock, L.; Zhu, Y.; et al. Molecular Pathways and Circulating Biomarkers in Cerebral Cavernous Malformations—A Systematic Review. Int. J. Mol. Sci. 2026, 27, 2277. https://doi.org/10.3390/ijms27052277
Karadachi HH, González-Gallardo E, Rauschenbach L, Dinger T, Zwanziger D, Schmidt B, Michel A, Engel A, Schock L, Zhu Y, et al. Molecular Pathways and Circulating Biomarkers in Cerebral Cavernous Malformations—A Systematic Review. International Journal of Molecular Sciences. 2026; 27(5):2277. https://doi.org/10.3390/ijms27052277
Chicago/Turabian StyleKaradachi, Hanah Hadice, Enrique González-Gallardo, Laurèl Rauschenbach, Thiemo Dinger, Denise Zwanziger, Börge Schmidt, Anna Michel, Adrian Engel, Lisa Schock, Yuan Zhu, and et al. 2026. "Molecular Pathways and Circulating Biomarkers in Cerebral Cavernous Malformations—A Systematic Review" International Journal of Molecular Sciences 27, no. 5: 2277. https://doi.org/10.3390/ijms27052277
APA StyleKaradachi, H. H., González-Gallardo, E., Rauschenbach, L., Dinger, T., Zwanziger, D., Schmidt, B., Michel, A., Engel, A., Schock, L., Zhu, Y., Gembruch, O., Darkwah Oppong, M., Jabbarli, R., Ahmadipour, Y., Sure, U., & Dammann, P. (2026). Molecular Pathways and Circulating Biomarkers in Cerebral Cavernous Malformations—A Systematic Review. International Journal of Molecular Sciences, 27(5), 2277. https://doi.org/10.3390/ijms27052277

