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Targeted RNAseq Revealed the Gene Expression Signature of Ferroptosis-Related Processes Associated with Disease Severity in Patients with Multiple Sclerosis

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2024
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Authors
Stojković, Ljiljana
Jovanović, Ivan G.
Dinčić, Evica
Đorđević, Ana
Kuveljić, Jovana
Đurić, Tamara
Stanković, Aleksandra
Vojinović, Slobodan
Živković, Maja
Article (Published version)
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Abstract
Detrimental molecular processes in multiple sclerosis (MS) lead to the cellular accumulation of lipid peroxidation products and iron in the CNS, which represents the main driving force for ferroptosis. Ferroptosis is an iron-dependent form of regulated cell death, with proposed roles in neurodegeneration, oligodendrocyte loss and neuroinflammation in the pathogenesis of MS. Ferroptosis-related gene expression signature and molecular markers, which could reflect MS severity and progression, are currently understudied in humans. To tackle these challenges, we have applied a curated approach to create and experimentally analyze a comprehensive panel of ferroptosis-related genes covering a wide range of biological processes associated with ferroptosis. We performed the first ferroptosis-related targeted RNAseq on PBMCs from highly distinctive MS phenotype groups: mild relapsing–remitting (RR) (n = 24) and severe secondary progressive (SP) (n = 24), along with protein detection of GPX4 and ...products of lipid peroxidation (MDA and 4-HNE). Out of 138 genes, 26 were differentially expressed genes (DEGs), indicating changes in both pro- and anti-ferroptotic genes, representing a molecular signature associated with MS severity. The top three DEGs, as non-core ferroptosis genes, CDKN1A, MAP1B and EGLN2, were replicated by qPCR to validate findings in independent patient groups (16 RR and 16 SP MS). Co-expression and interactions of DEGs were presented as additional valuable assets for deeper understanding of molecular mechanisms and key targets related to MS severity. Our study integrates a wide genetic signature and biochemical markers related to ferroptosis in easily obtainable PBMCs of MS patients with clinical data and disease severity, thus providing novel molecular markers which can complement disease-related changes in the brain and undergo further research as potential therapeutic targets.

Keywords:
multiple sclerosis / severity / ferroptosis / PBMCs / gene expression / targeted RNAseq
Source:
International Journal of Molecular Sciences, 2024, 25, 5, 3016-
Funding / projects:
  • FerroReg - Identification and functional characterization of extracellular and intracellular genetic regulators of ferroptosis related processes in multiple sclerosis (RS-ScienceFundRS-Ideje-7753406)

DOI: 10.3390/ijms25053016

ISSN: 1422-0067

PubMed: 38474262

WoS: 001182870200001

Scopus: 2-s2.0-85187421505
[ Google Scholar ]
6
6
URI
https://vinar.vin.bg.ac.rs/handle/123456789/14688
Collections
  • Radovi istraživača
  • FerroReg
Institution/Community
Vinča
TY  - JOUR
AU  - Stojković, Ljiljana
AU  - Jovanović, Ivan G.
AU  - Dinčić, Evica
AU  - Đorđević, Ana
AU  - Kuveljić, Jovana
AU  - Đurić, Tamara
AU  - Stanković, Aleksandra
AU  - Vojinović, Slobodan
AU  - Živković, Maja
PY  - 2024
UR  - https://vinar.vin.bg.ac.rs/handle/123456789/14688
AB  - Detrimental molecular processes in multiple sclerosis (MS) lead to the cellular accumulation of lipid peroxidation products and iron in the CNS, which represents the main driving force for ferroptosis. Ferroptosis is an iron-dependent form of regulated cell death, with proposed roles in neurodegeneration, oligodendrocyte loss and neuroinflammation in the pathogenesis of MS. Ferroptosis-related gene expression signature and molecular markers, which could reflect MS severity and progression, are currently understudied in humans. To tackle these challenges, we have applied a curated approach to create and experimentally analyze a comprehensive panel of ferroptosis-related genes covering a wide range of biological processes associated with ferroptosis. We performed the first ferroptosis-related targeted RNAseq on PBMCs from highly distinctive MS phenotype groups: mild relapsing–remitting (RR) (n = 24) and severe secondary progressive (SP) (n = 24), along with protein detection of GPX4 and products of lipid peroxidation (MDA and 4-HNE). Out of 138 genes, 26 were differentially expressed genes (DEGs), indicating changes in both pro- and anti-ferroptotic genes, representing a molecular signature associated with MS severity. The top three DEGs, as non-core ferroptosis genes, CDKN1A, MAP1B and EGLN2, were replicated by qPCR to validate findings in independent patient groups (16 RR and 16 SP MS). Co-expression and interactions of DEGs were presented as additional valuable assets for deeper understanding of molecular mechanisms and key targets related to MS severity. Our study integrates a wide genetic signature and biochemical markers related to ferroptosis in easily obtainable PBMCs of MS patients with clinical data and disease severity, thus providing novel molecular markers which can complement disease-related changes in the brain and undergo further research as potential therapeutic targets.
T2  - International Journal of Molecular Sciences
T1  - Targeted RNAseq Revealed the Gene Expression Signature of Ferroptosis-Related Processes Associated with Disease Severity in Patients with Multiple Sclerosis
VL  - 25
IS  - 5
SP  - 3016
DO  - 10.3390/ijms25053016
ER  - 
@article{
author = "Stojković, Ljiljana and Jovanović, Ivan G. and Dinčić, Evica and Đorđević, Ana and Kuveljić, Jovana and Đurić, Tamara and Stanković, Aleksandra and Vojinović, Slobodan and Živković, Maja",
year = "2024",
abstract = "Detrimental molecular processes in multiple sclerosis (MS) lead to the cellular accumulation of lipid peroxidation products and iron in the CNS, which represents the main driving force for ferroptosis. Ferroptosis is an iron-dependent form of regulated cell death, with proposed roles in neurodegeneration, oligodendrocyte loss and neuroinflammation in the pathogenesis of MS. Ferroptosis-related gene expression signature and molecular markers, which could reflect MS severity and progression, are currently understudied in humans. To tackle these challenges, we have applied a curated approach to create and experimentally analyze a comprehensive panel of ferroptosis-related genes covering a wide range of biological processes associated with ferroptosis. We performed the first ferroptosis-related targeted RNAseq on PBMCs from highly distinctive MS phenotype groups: mild relapsing–remitting (RR) (n = 24) and severe secondary progressive (SP) (n = 24), along with protein detection of GPX4 and products of lipid peroxidation (MDA and 4-HNE). Out of 138 genes, 26 were differentially expressed genes (DEGs), indicating changes in both pro- and anti-ferroptotic genes, representing a molecular signature associated with MS severity. The top three DEGs, as non-core ferroptosis genes, CDKN1A, MAP1B and EGLN2, were replicated by qPCR to validate findings in independent patient groups (16 RR and 16 SP MS). Co-expression and interactions of DEGs were presented as additional valuable assets for deeper understanding of molecular mechanisms and key targets related to MS severity. Our study integrates a wide genetic signature and biochemical markers related to ferroptosis in easily obtainable PBMCs of MS patients with clinical data and disease severity, thus providing novel molecular markers which can complement disease-related changes in the brain and undergo further research as potential therapeutic targets.",
journal = "International Journal of Molecular Sciences",
title = "Targeted RNAseq Revealed the Gene Expression Signature of Ferroptosis-Related Processes Associated with Disease Severity in Patients with Multiple Sclerosis",
volume = "25",
number = "5",
pages = "3016",
doi = "10.3390/ijms25053016"
}
Stojković, L., Jovanović, I. G., Dinčić, E., Đorđević, A., Kuveljić, J., Đurić, T., Stanković, A., Vojinović, S.,& Živković, M.. (2024). Targeted RNAseq Revealed the Gene Expression Signature of Ferroptosis-Related Processes Associated with Disease Severity in Patients with Multiple Sclerosis. in International Journal of Molecular Sciences, 25(5), 3016.
https://doi.org/10.3390/ijms25053016
Stojković L, Jovanović IG, Dinčić E, Đorđević A, Kuveljić J, Đurić T, Stanković A, Vojinović S, Živković M. Targeted RNAseq Revealed the Gene Expression Signature of Ferroptosis-Related Processes Associated with Disease Severity in Patients with Multiple Sclerosis. in International Journal of Molecular Sciences. 2024;25(5):3016.
doi:10.3390/ijms25053016 .
Stojković, Ljiljana, Jovanović, Ivan G., Dinčić, Evica, Đorđević, Ana, Kuveljić, Jovana, Đurić, Tamara, Stanković, Aleksandra, Vojinović, Slobodan, Živković, Maja, "Targeted RNAseq Revealed the Gene Expression Signature of Ferroptosis-Related Processes Associated with Disease Severity in Patients with Multiple Sclerosis" in International Journal of Molecular Sciences, 25, no. 5 (2024):3016,
https://doi.org/10.3390/ijms25053016 . .

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