Maruša Koderman’s research while affiliated with University of Zurich and other places

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Publications (4)


Temporal Dynamics of Gene Expression in Prion-Affected Tissues
(A) Muscle, blood, and spleen tissues were collected for bulk RNA sequencing at eight individual timepoints (wo = weeks old; wpi = week post inoculation). Samples were stratified into early, presymptomatic, and symptomatic stages. Panel created with BioRender.com (B) Prevalence of upregulated (red) and downregulated (blue) DEGs (p-value < 0.05) across disease progression in the three tissues analysed. The dots in the dot plot represent individual genes and are color-coded according to their corresponding p-values.
WGCNA Analysis of Gene Co-expression Modules
(A) Boxplots of module eigengenes of the main cohort for gene co-expression orange and darkgreen modules identified by WGCNA at different timestages (early, presymptomatic and symptomatic). Statistical significance (*p < 0.05, **p < 0.01, ***p < 0.005, ****p < 0.001) is indicated by asterisks (B) The scatter plots illustrate the relationship between the gene significance score and module membership (MM). Pearson correlation coefficient (R) and its corresponding p-value are displayed. (C) The minimum spanning trees with nodes representing genes within the orange and darkgreen modules are shown. The colour of each node corresponds to module membership (MM). For each module, 20 hub genes are represented by larger-sized nodes.
Gene Co-expression and Human Validation of GLUL Upregulation
(A) Boxplots of module eigengenes of the validation cohort for gene co-expression orange and darkgreen modules identified by WGCNA at different timestages (early, presymptomatic and symptomatic). (B-C) The scatter plots (Pearson’s correlation and pvalue indicated with R and p, respectively) depict the relationship between genes from the orange and darkgreen modules in the main and validation cohorts. Hub genes detected in the main cohort are represented by black dots, while hub genes detected in the validation cohort are represented by purple-circled dots. The black, purple-circled dots indicate hub genes detected in both cohorts. (D) The volcano plot displays the results of bulk RNA sequencing analysis of skeletal muscles from patients with sCJD and their age-matched controls. Red dots represent genes that are significantly upregulated in sCJD, while blue dots represent genes that are significantly downregulated. Mouse hub genes detected in the orange and darkgreen modules are black-circled. (E) Boxplots with normalized GLUL transcript counts in skeletal muscles of sCJD cases and their age-matched controls. (F) Western blot analysis (arbitrary densitometry unit, ADU) of GLUL and Vinculin protein expression in skeletal muscle samples from sCJD cases and age-matched controls. Each lane represents a biological replicate. (G) Densitometry (ADU) quantification of the Western Blot in Fig 3F. Statistical significance (*p < 0.05, **p < 0.01, ***p < 0.005, ****p < 0.001) is indicated by asterisks.
Levels of Glul mRNA, protein, glutamate, and glutamine in skeletal muscle lysates at 8 and 16 weeks post-inoculation (wpi) and terminal stage of mice with prion strains RML6, ME7, and 22L, as well as related control (NBH)
In panel (A), barplots display Glul mRNA levels normalized by GAPDH mRNA levels (derived from Ct values via RT-PCR). (B) Western blots of Glul and Vinculin protein levels of infected mice with different prion strains, as well as related NBH control (C) Densitometry (arbitrary densitometry unit, ADU) quantification of the Western Blot in Fig 4B. (D) Western blot of Glul and Vinculin protein levels of skeletal muscles from AD, DLB, ALS and FTD diagnosed individuals (E) Densitometry (ADU) quantification of the Western Blot in Fig 4D. Statistical significance (*p < 0.05, **p < 0.01, ***p < 0.005, ****p < 0.001) is indicated by asterisks.
Prion diseases disrupt glutamate/glutamine metabolism in skeletal muscle
  • Article
  • Full-text available

September 2024

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161 Reads

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Maruša Koderman

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Karl J. Frontzek

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[...]

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In prion diseases (PrDs), aggregates of misfolded prion protein (PrPSc) accumulate not only in the brain but also in extraneural organs. This raises the question whether prion-specific pathologies arise also extraneurally. Here we sequenced mRNA transcripts in skeletal muscle, spleen and blood of prion-inoculated mice at eight timepoints during disease progression. We detected gene-expression changes in all three organs, with skeletal muscle showing the most consistent alterations. The glutamate-ammonia ligase (GLUL) gene exhibited uniform upregulation in skeletal muscles of mice infected with three distinct scrapie prion strains (RML, ME7, and 22L) and in victims of human sporadic Creutzfeldt-Jakob disease. GLUL dysregulation was accompanied by changes in glutamate/glutamine metabolism, leading to reduced glutamate levels in skeletal muscle. None of these changes were observed in skeletal muscle of humans with amyotrophic lateral sclerosis, Alzheimer’s disease, or dementia with Lewy bodies, suggesting that they are specific to prion diseases. These findings reveal an unexpected metabolic dimension of prion infections and point to a potential role for GLUL dysregulation in the glutamate/glutamine metabolism in prion-affected skeletal muscle.

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Skeletal-Muscle Glutamine Synthase is Upregulated in Preclinical Prion Diseases

November 2023

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80 Reads

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1 Citation

In prion diseases, aggregates of misfolded prion protein (PrPSc) accumulate not only in the brain but can also be found in various extraneural tissues. This raises the question whether prion-specific pathologies arise also in these tissues. Here we sequenced mRNA transcripts in skeletal muscle, spleen and blood of prion-inoculated mice at eight timepoints during disease progression. We detected consistent gene-expression changes in all three organs, with skeletal muscle showing the most uniform alterations during disease progression. The glutamate synthetase (GLUL) gene was monotonically upregulated in skeletal muscle of mice infected with three different scrapie prion strains (RML, ME7 and 22L) and in human sporadic Creutzfeldt-Jakob disease. GLUL dysregulation was accompanied by changes in glutamate/glutamine metabolism, leading to reduced glutamate levels in skeletal muscle. None of these changes were observed in skeletal muscle of humans with amyotrophic lateral sclerosis, Alzheimer's disease, or dementia with Lewy bodies, suggesting that they are specific to prion diseases. Besides pointing to unrecognized metabolic implications of prion infections, these findings suggest that GLUL could represent an accessible biomarker of prion disease progression, particularly during the preclinical stages of disease, and might be useful for monitoring the efficacy of experimental antiprion therapies.


Distinct translatome changes in specific neural populations precede electroencephalographic changes in prion-infected mice

August 2022

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98 Reads

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17 Citations

Selective vulnerability is an enigmatic feature of neurodegenerative diseases (NDs), whereby a widely expressed protein causes lesions in specific cell types and brain regions. Using the RiboTag method in mice, translational responses of five neural subtypes to acquired prion disease (PrD) were measured. Pre-onset and disease onset timepoints were chosen based on longitudinal electroencephalography (EEG) that revealed a gradual increase in theta power between 10- and 18-weeks after prion injection, resembling a clinical feature of human PrD. At disease onset, marked by significantly increased theta power and histopathological lesions, mice had pronounced translatome changes in all five cell types despite appearing normal. Remarkably, at a pre-onset stage, prior to EEG and neuropathological changes, we found that 1) translatomes of astrocytes indicated reduced synthesis of ribosomal and mitochondrial components, 2) glutamatergic neurons showed increased expression of cytoskeletal genes, and 3) GABAergic neurons revealed reduced expression of circadian rhythm genes. These data demonstrate that early translatome responses to neurodegeneration emerge prior to conventional markers of disease and are cell type-specific. Therapeutic strategies may need to target multiple pathways in specific populations of cells, early in disease.


Figure 6. Changes in GABA neurons (RiboTag::Gad2-Cre). (A) Overrepresentation
Figure 7. A mild jet lag challenge mildly worsens RML. (A) Activity (group average)
Simultaneous pathway engagement of translation in astrocytes, circadian rhythm in GABAergic neurons and cytoskeleton in glutamatergic neurons precede electroencephalographic changes in neurodegenerative prion disease

November 2021

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159 Reads

Selective vulnerability is an enigmatic feature of neurodegenerative diseases (NDs), whereby a widely expressed protein causes lesions in specific brain regions and cell types. This selectivity may arise from cells possessing varying capacities to regain proteostasis when stressed by cytotoxic protein conformers. Using the RiboTag method in mice, translational responses of five neural subtypes to acquired prion disease (PrD) were measured. Pre-onset and disease onset timepoints were chosen based on longitudinal electroencephalography (EEG) that revealed a gradual increase in theta power between 10- and 18-weeks after prion injection, resembling a clinical feature of human PrD. At disease onset, marked by significantly increased theta power and histopathological lesions, mice had pronounced translatome changes in all five cell types despite having a normal outward appearance. Remarkably, at a pre-onset stage, prior to EEG and neuropathological changes, we found that 1) translatomes of astrocytes indicated a sharply reduced synthesis of ribosomal and mitochondrial components, 2) excitatory neurons showed increased expression of cytoskeletal genes, and 3) inhibitory neurons revealed reduced expression of circadian rhythm network genes. Further assessment for the role of circadian rhythms using a jet lag paradigm modestly exacerbated disease. These data demonstrate that early translatome responses to neurodegeneration emerge prior to other signs of disease and are unique to different cell types. Therapeutic strategies may need to target multiple pathways, each in specific populations of cells, early in the disease process.

Citations (1)


... While the inflammatory response of reactive glia is easily detected by genome-wide transcriptomics, neuronal transcriptional changes have been challenging to unravel [24][25][26][27][28][29] . The average of gene expression of broad neuronal populations in prion disease has been analyzed through microdissection of spatially distinct cell bodies [30][31][32] and by ribo-tagging [33][34][35] combined with RNA sequencing. However, these approaches are not capable of resolving individual neurons and chiefly identify relatively minor neuronal transcriptional changes at late clinical stages of the disease. ...

Reference:

Single-cell transcriptomics unveils molecular signatures of neuronal vulnerability in a mouse model of prion disease that overlap with Alzheimer’s disease
Distinct translatome changes in specific neural populations precede electroencephalographic changes in prion-infected mice