Stephanie Bilinovich

Dr. Stephanie Bilinovich

orcid

Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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25 March 2021 in Genes
Verified
Journal Article
Open access
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JPJeremy Prokop
Jeremy Prokop
Caleb BuppCaleb Bupp
Caleb Bupp
AFAustin Frisch
Austin Frisch
SBStephanie Bilinovich
Stephanie Bilinovich
DCDaniel Campbell
Daniel Campbell
ABAndré S. Bachmann
André S. Bachmann
Ornithine decarboxylase 1 (ODC1 gene) has been linked through gain-of-function variants to a rare disease featuring developmental delay, alopecia, macrocephaly, and structural brain anomalies. ODC1 has been linked to additional diseases like cancer, with growing evidence for neurological contributions to schizophrenia, mood disorders, anxiety, epilepsy, learning, and suicidal behavior. The evidence of ODC1 connection to neural disorders highlights the need for a systematic analysis of ODC1 genotype-to-phenotype associations. An analysis of variants from ClinVar, Geno2MP, TOPMed, gnomAD, and COSMIC revealed an intellectual disability and seizure connected loss-of-function variant, ODC G84R (rs138359527, NC_000002.12:g.10444500C > T). The missense variant is found in ~1% of South Asian individuals and results in 2.5-fold decrease in enzyme function. Expression quantitative trait loci (eQTLs) reveal multiple functionally annotated, non-coding variants regulating ODC1 that associate with psychiatric/neurological phenotypes. Further dissection of RNA-Seq during fetal brain development and within cerebral organoids showed an association of ODC1 expression with cell proliferation of neural progenitor cells, suggesting gain-of-function variants with neural over-proliferation and loss-of-function variants with neural depletion. The linkage from the expression data of ODC1 in early neural progenitor proliferation to phenotypes of neurodevelopmental delay and to the connection of polyamine metabolites in brain function establish ODC1 as a bona fide neurodevelopmental disorder gene.

3 March 2021 in Developmental Neuroscience
Verified
Journal Article
Open access
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SBStephanie Bilinovich
Stephanie Bilinovich
KUKatie L. Uhl
Katie L. Uhl
KLKristy Lewis
Kristy Lewis
XSXavier Soehnlen
Xavier Soehnlen
MWMichael Williams
Michael Williams
DCDaniel B. Campbell
Daniel B. Campbell
Autism spectrum disorder (ASD) manifests early in childhood. While genetic variants increase risk for ASD, a growing body of literature has established that in utero chemical exposures also contribute to ASD risk. These chemicals include air-based pollutants like diesel particulate matter (DPM). A combination of single-cell and direct transcriptomics of DPM-exposed human-induced pluripotent stem cell-derived cerebral organoids revealed toxicogenomic effects of DPM exposure during fetal brain development. Direct transcriptomics, sequencing RNA bases via Nanopore, revealed that cerebral organoids contain extensive RNA modifications, with DPM-altering cytosine methylation in oxidative mitochondrial transcripts expressed in outer radial glia cells. Single-cell transcriptomics further confirmed an oxidative phosphorylation change in cell groups such as outer radial glia upon DPM exposure. This approach highlights how DPM exposure perturbs normal mitochondrial function and cellular respiration during early brain development, which may contribute to developmental disorders like ASD by altering neurodevelopment.

SBStephanie Bilinovich
Stephanie Bilinovich
KLKristy Lewis
Kristy Lewis
BTBarbara Thompson
Barbara Thompson
JPJeremy Prokop
Jeremy Prokop
DCDaniel Campbell
Daniel Campbell
Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by disruptions in social communication and behavioral flexibility. Both genetic and environmental factors contribute to ASD risk. Epidemiologic studies indicate that roadway vehicle exhaust and in utero exposure to diesel particulate matter (DPM) are associated with ASD. Using the Comparative Toxicogenomics Database (CTD), we identified genes connected to DPM exposure and ASD, extracted the known enhancers/promoters of the identified genes, and integrated this with Assay for Transposase Accessible Chromatin (ATAC-seq) data from DPM-exposed human neural progenitor cells. Enhancer/promoter elements with significantly different chromosome accessibility revealed enriched DNA sequence motifs with transcription factor binding sites for EGR1. Variant extraction for linkage disequilibrium blocks of these regions followed by analysis through Genome Wide Association Studies (GWAS) revealed multiple neurological trait associations including exploratory eye movement and brain volume measurement. This approach highlights the effects of pollution on the regulatory regions of genes implicated in ASD by genetic studies, indicating convergence of genetic and environmental factors on molecular networks that contribute to ASD. Integration of publicly available data from the CTD, cell culture exposure studies, and phenotypic genetics synergize extensive evidence of chemical exposures on gene regulation for altered brain development.

30 December 2019 in Molecules
Verified
Journal Article
Open access
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Ram KhattriRam Khattri
Ram Khattri
DMDaniel Morris
Daniel Morris
SBStephanie Bilinovich
Stephanie Bilinovich
EMErendra Manandhar
Erendra Manandhar
KNKahlilah R. Napper
Kahlilah R. Napper
TLThomas Leeper
Thomas Leeper
Illustrated here is the development of a new class of antibiotic lead molecules targeted at Pseudomonas aeruginosa glutaredoxin (PaGRX). This lead was produced to (a) circumvent efflux-mediated resistance mechanisms via covalent inhibition while (b) taking advantage of species selectivity to target a fundamental metabolic pathway. This work involved four components: a novel workflow for generating protein specific fragment hits via independent nuclear magnetic resonance (NMR) measurements, NMR-based modeling of the target protein structure, NMR guided docking of hits, and synthetic modification of the fragment hit with a vinyl cysteine trap moiety, i.e., acrylamide warhead, to generate the chimeric lead. Reactivity of the top warhead-fragment lead suggests that the ortholog selectivity observed for a fragment hit can translate into a substantial kinetic advantage in the mature warhead lead, which bodes well for future work to identify potent, species specific drug molecules targeted against proteins heretofore deemed undruggable.

2 June 2020 in bioRxiv
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Preprint
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DWDean Wundrach
Dean Wundrach
LMLuis E Martinetti
Luis E Martinetti
ASApril Stafford
April Stafford
SBStephanie Bilinovich
Stephanie Bilinovich
KAKartik Angara
Kartik Angara
DVDaniel Vogt
Daniel Vogt
Tuberous Sclerosis Complex is a complex syndrome that affects multiple organs and is caused by dysfunction of either the TSC1 or TSC2 genes. One of the least understood features of TSC is the impact of TSC1&2 variants on brain phenotypes, including elevated rates of autism spectrum disorder and seizures. Moreover, while a great deal of work has uncovered how loss of either gene can alter various neural cell types, the impact of many variants in TSC and on these cell types is poorly understood. In particular, missense variants that cause minor changes in the proteins are expected to cause functional changes that differ from a complete loss of the protein. Herein, we examined how some missense variants in TSC1 impacted the development of cortical inhibitory interneurons, a cell type whose molecular, cellular and physiological properties are known to be altered after loss of mouse Tsc1 . Importantly, we found that most missense variants complemented phenotypes caused by loss of Tsc1 and resulting in elevated MTOR activity as well as several cell intrinsic physiological properties. However, distinct variants showed deficits in complementing an increase in parvalbumin levels, which is observed after loss of Tsc1 and demonstrated smaller amplitudes of after hyperpolarizations. These data suggest subtle but sensitive phenotypes can be detected by some TSC1 missense variants and provide an in vivo system in which to better assess TSC variants.

24 August 2019 in bioRxiv
Verified
Preprint
Open access
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KAKartik Angara
Kartik Angara
EPEmily Ling-Lin Pai
Emily Ling-Lin Pai
SBStephanie Bilinovich
Stephanie Bilinovich
ASApril Stafford
April Stafford
JNJulie T Nguyen
Julie T Nguyen
KVKartik Vogt
Kartik Vogt
Summary: Neurofibromatosis-1 (NF-1) is a monogenic disorder caused by mutations in the NF1 gene, which encodes the protein, Neurofibromin, an inhibitor of Ras GTPase activity. While NF-1 is often characterized by café-au-lait skin spots and benign tumors, the mechanisms underlying cognitive changes in NF-1 are poorly understood. Cortical GABAergic interneurons (CINs) are implicated in NF-1 pathology but cellular and molecular changes to CINs are poorly understood. We deleted Nf1 from the medial ganglionic eminence (MGE), which gives rise to both oligodendrocytes and CINs that express somatostatin and parvalbumin. Loss of Nf1 led to a persistence of immature oligodendrocytes that prevented later born oligodendrocytes from occupying the cortex. Moreover, PV+ CINs were uniquely lost, without changes in SST+ CINs. We discovered that loss of Nf1 results in a graded decrease in Lhx6 expression, the transcription factor necessary to establish SST+ and PV+ CINs, revealing a mechanism whereby Nf1 regulates a critical CIN developmental milestone.