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Circulating Plasma miRNA Homologs in Mice and Humans Reflect Familial Cerebral Cavernous Malformation Disease.

Publication ,  Journal Article
Romanos, SG; Srinath, A; Li, Y; Xie, B; Chen, C; Li, Y; Moore, T; Bi, D; Sone, JY; Lightle, R; Hobson, N; Zhang, D; Koskimäki, J; Shen, L ...
Published in: Transl Stroke Res
August 2023

Patients with familial cerebral cavernous malformation (CCM) inherit germline loss of function mutations and are susceptible to progressive development of brain lesions and neurological sequelae during their lifetime. To date, no homologous circulating molecules have been identified that can reflect the presence of germ line pathogenetic CCM mutations, either in animal models or patients. We hypothesize that homologous differentially expressed (DE) plasma miRNAs can reflect the CCM germline mutation in preclinical murine models and patients. Herein, homologous DE plasma miRNAs with mechanistic putative gene targets within the transcriptome of preclinical and human CCM lesions were identified. Several of these gene targets were additionally found to be associated with CCM-enriched pathways identified using the Kyoto Encyclopedia of Genes and Genomes. DE miRNAs were also identified in familial-CCM patients who developed new brain lesions within the year following blood sample collection. The miRNome results were then validated in an independent cohort of human subjects with real-time-qPCR quantification, a technique facilitating plasma assays. Finally, a Bayesian-informed machine learning approach showed that a combination of plasma levels of miRNAs and circulating proteins improves the association with familial-CCM disease in human subjects to 95% accuracy. These findings act as an important proof of concept for the future development of translatable circulating biomarkers to be tested in preclinical studies and human trials aimed at monitoring and restoring gene function in CCM and other diseases.

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Published In

Transl Stroke Res

DOI

EISSN

1868-601X

Publication Date

August 2023

Volume

14

Issue

4

Start / End Page

513 / 529

Location

United States

Related Subject Headings

  • MicroRNAs
  • Mice
  • KRIT1 Protein
  • Humans
  • Hemangioma, Cavernous, Central Nervous System
  • Circulating MicroRNA
  • Bayes Theorem
  • Animals
  • 3209 Neurosciences
  • 3202 Clinical sciences
 

Citation

APA
Chicago
ICMJE
MLA
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Romanos, S. G., Srinath, A., Li, Y., Xie, B., Chen, C., Moore, T., … Awad, I. A. (2023). Circulating Plasma miRNA Homologs in Mice and Humans Reflect Familial Cerebral Cavernous Malformation Disease. Transl Stroke Res, 14(4), 513–529. https://doi.org/10.1007/s12975-022-01050-3
Romanos, Sharbel G., Abhinav Srinath, Ying Li, Bingqing Xie, Chang Chen, Yan Li, Thomas Moore, et al. “Circulating Plasma miRNA Homologs in Mice and Humans Reflect Familial Cerebral Cavernous Malformation Disease.Transl Stroke Res 14, no. 4 (August 2023): 513–29. https://doi.org/10.1007/s12975-022-01050-3.
Romanos SG, Srinath A, Li Y, Xie B, Chen C, Moore T, et al. Circulating Plasma miRNA Homologs in Mice and Humans Reflect Familial Cerebral Cavernous Malformation Disease. Transl Stroke Res. 2023 Aug;14(4):513–29.
Romanos, Sharbel G., et al. “Circulating Plasma miRNA Homologs in Mice and Humans Reflect Familial Cerebral Cavernous Malformation Disease.Transl Stroke Res, vol. 14, no. 4, Aug. 2023, pp. 513–29. Pubmed, doi:10.1007/s12975-022-01050-3.
Romanos SG, Srinath A, Li Y, Xie B, Chen C, Moore T, Bi D, Sone JY, Lightle R, Hobson N, Zhang D, Koskimäki J, Shen L, McCurdy S, Lai CC, Stadnik A, Piedad K, Carrión-Penagos J, Shkoukani A, Snellings D, Shenkar R, Sulakhe D, Ji Y, Lopez-Ramirez MA, Kahn ML, Marchuk DA, Ginsberg MH, Girard R, Awad IA. Circulating Plasma miRNA Homologs in Mice and Humans Reflect Familial Cerebral Cavernous Malformation Disease. Transl Stroke Res. 2023 Aug;14(4):513–529.
Journal cover image

Published In

Transl Stroke Res

DOI

EISSN

1868-601X

Publication Date

August 2023

Volume

14

Issue

4

Start / End Page

513 / 529

Location

United States

Related Subject Headings

  • MicroRNAs
  • Mice
  • KRIT1 Protein
  • Humans
  • Hemangioma, Cavernous, Central Nervous System
  • Circulating MicroRNA
  • Bayes Theorem
  • Animals
  • 3209 Neurosciences
  • 3202 Clinical sciences