transcription factor

Tbx4-Driven Pulmonary Hypertension: Mechanisms and Therapeutic Targets

Project Summary: Heterozygous rare variants in TBX4 are the second most common cause of heritable pulmonary arterial hypertension (PAH). Presentation of this form is commonly in children. Patients with mutations in TBX4 generally have alveolar simplification or hypoplasia in addition to elevated pulmonary vascular resistance. We have developed a set of three tools to help determine the molecular etiology of TBX4-induced PAH; (1) we identified the direct binding targets using a combination of ChIP-seq and RNA-seq; (2) we developed a mouse model with Tbx4 knockout after birth, that substantially phenocopies human disease; (3) we performed single-cell RNA-seq on these mice. By combining these three tools, we can develop a complete model for how loss of a transcription factor leads to the molecular and physiologic changes we see in our mice. The phenotype in mice appears to be dominated by defects in pericytes, resulting in impaired angiogenesis. Pericytes, which strongly express Tbx4, are cells located on the outside of capillaries and precapillary arterioles, and can either stabilize vessels (mesh pericytes), or drive angiogenesis (angiogenic pericytes). The pericytes in Tbx4 mutant mice are heavily skewed towards mesh and away from the angiogenic phenotype. Loss of Tbx4 results in derepression of Tbx4 binding target Rgs5 (10x induction), which directly results in inhibition of Pi3K, and the phenotypic switch in pericytes. We will test this hypothesis through pericyte-specific Tbx4 knockout (Aim 1) and pharmacologic induction of Pi3K in vivo in prevention and rescue models, as well as by siRNA to Rgs5 in precision-cut lung slices from Tbx4 KO mice (Aim 3). We will also test the role of Tbx4 in fibroblasts and smooth muscle using cell-specific knockouts – based on our mouse and single cell data, we expect they contribute somewhat, but primarily through increased stiffness (Aim 2). Finally, we will confirm relevance to human disease through spatial transcriptomics in lung sections explanted from patients with TBX4 mutation or rearrangement (Aim 1), and through determining whether defects in human patient iPSC-derived pericytes can be corrected through Rgs5 or Pi3K interventions (Aim 3). In combination, these aims determine the cellular and molecular mechanisms leading from mutation to physiology with loss of TBX4, and establish therapeutic targets.

Molecular strategies for resolving differential regulation of dopamine subpopulations

Project Summary/Abstract Dopamine neurons in the ventral tegmental area (VTA) fire action potentials in complex patterns of tonic and phasic activity in response to environmental stimuli and during behavioral tasks. Transcriptomic, anatomical, and functional studies have established that VTA dopamine neurons can be divided into multiple subpopulations with variable gene expression, projection patterns, and response profiles. We recently completed a transcriptomic study that identified genetic markers for three distinct subpopulations of VTA dopamine neurons, and also found evidence for variability in ion channel gene expression between populations that correlated with differences in activity-dependent gene expression. However, much remains unknown regarding how specific genes encoding ion channels, receptors, transcription factors, or other signaling components contribute to the variability in baseline physiological properties observed across the VTA. Here we propose to combine slice electrophysiology recordings of VTA dopamine neurons with post-hoc single-cell sequencing analysis (i.e. patch-seq), which will allow us to directly correlate gene expression and physiological properties in order to identify candidate genes that may be key drivers of the variability between subpopulations. We also propose to validate and utilize a novel dual-recombinase CRISPR/Cas9 system for targeted gene mutagenesis in intersectional neuronal populations, which will provide a mechanism for testing gene function with unprecedented precision. We will use this approach to test the function of two candidate ion channel genes, the potassium channels Kcnh5 and Kcnh7, previously identified in our transcriptomic study as potential contributors to dopamine neuron action potential firing properties. We hypothesize that these genes are important for enabling rapid action potential firing in highly excitable dopamine neurons found in specific subpopulations. As a whole, with this proposal we aim to generate a valuable dataset linking gene expression in VTA dopamine neurons with physiology and subpopulation identification, as well as develop an intersectional gene mutagenesis strategy that can be used throughout the brain to precisely target neuronal subpopulations to test gene function. With this approach, we hope to facilitate future precision targeting of the dopamine system and dopamine-dependent behaviors.

Overcoming Treatment Resistance by Targeting Polyploid Breast Cancer Cells with AI assisted Single-Cell Analysis

Therapy resistance remains a formidable challenge in breast cancer treatment, with emerging evidence identifying polyploid giant cancer cells (PGCCs) as key drivers. These cells, arising through whole-genome doubling (WGD) events, exhibit enhanced resistance to therapies, contributing to disease relapse. PGCCs are characterized by enlarged cell and nuclear sizes, increased DNA content, and greater resilience compared to non-PGCCs. Their prevalence escalates with disease progression and therapeutic stress, underscoring their critical role in treatment resistance. As such, we hypothesize that inhibiting polyploid cancer cells can effectively reduce therapeutic resistance. Despite this, effective strategies targeting PGCCs are limited, hindered by the lack of high-throughput methods to assess PGCC viability and abundance. Traditional screening assays lack the sensitivity to detect the elimination of small populations of PGCCs, while current detection methods, such as visual inspection and flow cytometry, are not suited for high-throughput compound screening. Our preliminary work has established a high-throughput single-cell morphological analysis pipeline capable of quantifying PGCCs, and we successfully screened 2,726 compounds for their efficacy on PGCCs. Based on the preliminary success, we aim to further improve its robustness and accuracy under diverse staining and imaging conditions, ensuring consistent performance across multiple labs for widespread use in PGCC/WGD studies, with deep learning to accelerate the discovery of therapeutic strategies targeting PGCCs. In addition to empirical screening, our scRNA-Seq analysis of PGCCs has revealed altered gene expression, particularly in genes associated with FOXM1, a transcription factor critical in cell cycle regulation and linked to poor outcomes in various cancers. PGCCs also show altered ferroptosis regulators and elevated reactive oxygen species (ROS), indicating susceptibility to ferroptosis. Here, we propose two independent and complementary aims. Aim 1: We will develop and validate a robust deep learning–based single-cell morphological analysis pipeline for accurate PGCC/non-PGCC discrimination across variable staining, imaging, and lab settings. The model will be benchmarked on independent datasets from external labs and released as open-source, version-controlled software with full documentation to support reproducibility and broad adoption in PGCC/WGD research. Aim 2: Leveraging our screen of 2,726 FDA-approved compounds and mechanistic studies of FOXM1 and ferroptosis, we will prioritize and validate therapies that eradicate PGCCs and reduce treatment resistance. Using patient- derived cells, 3D spheroids, and syngeneic/xenograft models, we will rigorously assess top candidates as monotherapy and in combination with standard-of-care agents. Successful completion of this project will accelerate PGCC/WGD research, advance therapeutic strategies to overcome breast cancer resistance, and especially deliver benefits to patients with high PGCC burden. Given the prevalence of WGD across solid tumors and its induction by standard therapies, our approach holds broad clinical relevance and translational impact.

Astrocytes: From Metabolism to Cognition

Different brain cell types exhibit distinct metabolic signatures that link energy economy to cellular function. Astrocytes and neurons, for instance, diverge dramatically in their reliance on glycolysis versus oxidative phosphorylation, underscoring that metabolic fuel efficiency is not uniform across cell types. A key factor shaping this divergence is the structural organization of the mitochondrial respiratory chain into supercomplexes. Specifically, complexes I (CI) and III (CIII) form a CI–CIII supercomplex, but the degree of this assembly varies by cell type. In neurons, CI is predominantly integrated into supercomplexes, resulting in highly efficient mitochondrial respiration and minimal reactive oxygen species (ROS) generation. Conversely, in astrocytes, a larger fraction of CI remains unassembled, freely existing apart from CIII, leading to reduced respiratory efficiency and elevated mitochondrial ROS production. Despite this apparent inefficiency, astrocytes boast a highly adaptable metabolism capable of responding to diverse stressors. Their looser CI–CIII organization allows for flexible ROS signaling, which activates antioxidant programs via transcription factors like Nrf2. This modular architecture enables astrocytes not only to balance energy production but also to support neuronal health and influence complex organismal behaviors.

Of glia and macrophages, signaling hubs in development and homeostasis

We are interested in the biology of macrophages, which represent the first line of defense against pathogens. In Drosophila, the embryonic hemocytes arise from the mesoderm whereas glial cells arise from multipotent precursors in the neurogenic region. These cell types represent, respectively, the macrophages located outside and within the nervous system (similar to vertebrate microglia). Thus, despite their different origin, hemocytes and glia display common functions. In addition, both cell types express the Glide/Gcm transcription factor, which plays an evolutionarily conserved role as an anti-inflammatory factor. Moreover, embryonic hemocytes play an evolutionarily conserved and fundamental role in development. The ability to migrate and to contact different tissues/organs most likely allow macrophages to function as signaling hubs. The function of macrophages beyond the recognition of the non-self calls for revisiting the biology of these heterogeneous and plastic cells in physiological and pathological conditions across evolution.

Cellular and genetic mechanisms of cerebral cortex folding

One of the most prominent features of the human brain is the fabulous size of the cerebral cortex and its intricate folding, both of which emerge during development. Over the last few years, work from my lab has shown that specific cellular and genetic mechanisms play central roles in cortex folding, particularly linked to neural stem and progenitor cells. Key mechanisms include high rates of neurogenesis, high abundance of basal Radial Glia Cells (bRGCs), and neuron migration, all of which are intertwined during development. We have also shown that primary cortical folds follow highly stereotyped patterns, defined by a spatial-temporal protomap of gene expression within germinal layers of the developing cortex. I will present recent findings from my laboratory revealing novel cellular and genetic mechanisms that regulate cortex expansion and folding. We have uncovered the contribution of epigenetic regulation to the establishment of the cortex folding protomap, modulating the expression levels of key transcription factors that control progenitor cell proliferation and cortex folding. At the single cell level, we have identified an unprecedented diversity of cortical progenitor cell classes in the ferret and human embryonic cortex. These are differentially enriched in gyrus versus sulcus regions and establish parallel cell lineages, not observed in mouse. Our findings show that genetic and epigenetic mechanisms in gyrencephalic species diversify cortical progenitor cell types and implement parallel cell linages, driving the expansion of neurogenesis and patterning cerebral cortex folds.

Astrocyte reprogramming / activation and brain homeostasis

Astrocytes are multifunctional glial cells, implicated in neurogenesis and synaptogenesis, supporting and fine-tuning neuronal activity and maintaining brain homeostasis by controlling blood-brain barrier permeability. During the last years a number of studies have shown that astrocytes can also be converted into neurons if they force-express neurogenic transcription factors or miRNAs. Direct astrocytic reprogramming to induced-neurons (iNs) is a powerful approach for manipulating cell fate, as it takes advantage of the intrinsic neural stem cell (NSC) potential of brain resident reactive astrocytes. To this end, astrocytic cell fate conversion to iNs has been well-established in vitro and in vivo using combinations of transcription factors (TFs) or chemical cocktails. Challenging the expression of lineage-specific TFs is accompanied by changes in the expression of miRNAs, that post-transcriptionally modulate high numbers of neurogenesis-promoting factors and have therefore been introduced, supplementary or alternatively to TFs, to instruct direct neuronal reprogramming. The neurogenic miRNA miR-124 has been employed in direct reprogramming protocols supplementary to neurogenic TFs and other miRNAs to enhance direct neurogenic conversion by suppressing multiple non-neuronal targets. In our group we aimed to investigate whether miR-124 is sufficient to drive direct reprogramming of astrocytes to induced-neurons (iNs) on its own both in vitro and in vivo and elucidate its independent mechanism of reprogramming action. Our in vitro data indicate that miR-124 is a potent driver of the reprogramming switch of astrocytes towards an immature neuronal fate. Elucidation of the molecular pathways being triggered by miR-124 by RNA-seq analysis revealed that miR-124 is sufficient to instruct reprogramming of cortical astrocytes to immature induced-neurons (iNs) in vitro by down-regulating genes with important regulatory roles in astrocytic function. Among these, the RNA binding protein Zfp36l1, implicated in ARE-mediated mRNA decay, was found to be a direct target of miR-124, that be its turn targets neuronal-specific proteins participating in cortical development, which get de-repressed in miR-124-iNs. Furthermore, miR-124 is potent to guide direct neuronal reprogramming of reactive astrocytes to iNs of cortical identity following cortical trauma, a novel finding confirming its robust reprogramming action within the cortical microenvironment under neuroinflammatory conditions. In parallel to their reprogramming properties, astrocytes also participate in the maintenance of blood-brain barrier integrity, which ensures the physiological functioning of the central nervous system and gets affected contributing to the pathology of several neurodegenerative diseases. To study in real time the dynamic physical interactions of astrocytes with brain vasculature under homeostatic and pathological conditions, we performed 2-photon brain intravital imaging in a mouse model of systemic neuroinflammation, known to trigger astrogliosis and microgliosis and to evoke changes in astrocytic contact with brain vasculature. Our in vivo findings indicate that following neuroinflammation the endfeet of activated perivascular astrocytes lose their close proximity and physiological cross-talk with vasculature, however this event is at compensated by the cross-talk of astrocytes with activated microglia, safeguarding blood vessel coverage and maintenance of blood-brain integrity.

Epigenomic (re)programming of the brain and behavior by ovarian hormones

Rhythmic changes in sex hormone levels across the ovarian cycle exert powerful effects on the brain and behavior, and confer female-specific risks for neuropsychiatric conditions. In this talk, Dr. Kundakovic will discuss the role of fluctuating ovarian hormones as a critical biological factor contributing to the increased depression and anxiety risk in women. Cycling ovarian hormones drive brain and behavioral plasticity in both humans and rodents, and the talk will focus on animal studies in Dr. Kundakovic’s lab that are revealing the molecular and receptor mechanisms that underlie this female-specific brain dynamic. She will highlight the lab’s discovery of sex hormone-driven epigenetic mechanisms, namely chromatin accessibility and 3D genome changes, that dynamically regulate neuronal gene expression and brain plasticity but may also prime the (epi)genome for psychopathology. She will then describe functional studies, including hormone replacement experiments and the overexpression of an estrous cycle stage-dependent transcription factor, which provide the causal link(s) between hormone-driven chromatin dynamics and sex-specific anxiety behavior. Dr. Kundakovic will also highlight an unconventional role that chromatin dynamics may have in regulating neuronal function across the ovarian cycle, including in sex hormone-driven X chromosome plasticity and hormonally-induced epigenetic priming. In summary, these studies provide a molecular framework to understand ovarian hormone-driven brain plasticity and increased female risk for anxiety and depression, opening new avenues for sex- and gender-informed treatments for brain disorders.

Inter-tissue signals modify food-seeking behavior in C. elegans

Animals modify their behavioral outputs in response to changes in external and internal environments. We use the nematode, C. elegans to probe the pathways linking changes in internal states like hunger with behavior. We find that acute food deprivation alters the localization of two transcription factors, likely releasing an insulin-like peptide from the intestine, which in turn modifies chemosensory neurons and alters behavior. These results present a model for how inter-tissue signals to generate flexible behaviors via gut-brain signaling.

Dissecting the 3D regulatory landscape of the developing cerebral cortex with single-cell epigenomics

Understanding how different epigenetic layers are coordinated to facilitate robust lineage decisions during development is one of the fundamental questions in regulatory genomics. Using single-cell epigenomics coupled with cell-type specific high-throughput mapping of enhancer activity, DNA methylation and the 3D genome landscape in vivo, we dissected how the epigenome is rewired during cortical development. We identified and functionally validated key transcription factors such as Neurog2 which underlie regulatory dynamics and coordinate rewiring across multiple epigenetic layers to ensure robust lineage specification. This work showcases the power of high-throughput integrative genomics to dissect the molecular rules of cell fate decisions in the brain and more broadly, how to apply them to evolution and disease.

The unexpected precision of an activity-dependent transcription factor

Nr4a1-mediated morphological adaptations in Ventral Pallidal projections to Mediodorsal Thalamus support cocaine intake and relapse-like behaviors

Growing evidence suggests the ventral pallidum (VP) is critical for drug intake and seeking behaviors. Receiving dense projections from the nucleus accumbens as well as dopamine inputs from the midbrain, the VP plays a central role in the control of motivated behaviors. Repeated exposure to cocaine is known to alter VP neuronal firing and neurotransmission. Surprisingly, there is limited information on the molecular adaptations occurring in VP neurons following cocaine intake.To provide insights into cocaine-induced transcriptional alterations we performed RNA-sequencing on VP of mice following cocaine self-administration. Gene Ontology analysis pointed toward alterations in dendrite- and spinerelated genes. Subsequent transcriptional regulator analysis identified the transcription factor Nr4a1 as a common regulator for these sets of morphology-related genes.Consistent with the central role of the VP in reward, its neurons project to several key regions associated with cocaine-mediated behaviors. We thus assessed Nr4a1 expression levels in various projection populations.Following cocaine self-administration, VP neurons projecting to the mediodorsal thalamus (MDT) showed significantly increased Nr4a1 levels. To further investigate the role of Nr4a1 in cocaine intake and relapse, we bidirectionally manipulated its expression levels selectively in VP neurons projecting to the MDT. Increasing Nr4a1 levels resulted in enhanced relapse-like behaviors accompanied by a blockage of cocaine-induced spinogenesis.However, decreasing Nr4a1expression levels completely abolished cocaine intake and consequential relapse-like behaviors. Together, our preliminary findings suggest that drug-induced neuronal remodeling in pallido-thalamic circuits is critical for cocaine intake and relapse-like behaviors.

Circuit transcription factors in C.elegans

The basic helix-loop-helix transcription factor TCF4 regulates activity-dependent transcriptional programs in neurons

Characterization of the expression of Transcription factor 4 mRNA and protein isoforms in the developing and adult rodent and human brain and peripheral tissues

Comparative study of chromatin responses to neuronal stimulation reveals BDNF-specific gene regulatory mechanisms through the pioneering function of transcription factor Fos

Crosstalk between Protocadherin 8 and transcription factor Dbx1 regulate cell fate in the developing cerebral cortex

Involvement of the Transcription Factor REST in Visual Cortex Plasticity

Possible interaction between voltage gated sodium channel NaV1.2 and transcription factor CtBP1

Reprogramming Muller glia to regenerate ganglion cells in adult mouse retina with developmental transcription factors

The transcription factor Sp1 modulates ROS-induced accumulation of WRAP53 and neuroprotection after ischemia

Amyloid beta 1-42 and alpha-synuclein proteins: Effects on transcription factor expression

FENS Forum 2024

The emerging role of D4R in preventing morphine tolerance through the regulation of transcription factor expression in the dorsal horn

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Extracellular vesicles from hypothalamic astrocytes modify transcription factors of the leptin signaling pathway in proopiomelanocortin (POMC) neurons

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Functional and morphological characterization of zebrafish retinal ganglion cell subtypes expressing the transcription factor Satb2

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Interactions between amyloid beta 1-42 and nuclear transcription factors in mitochondria

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The knocking-down of the restrictive element 1-silencing transcription factor (REST) improves symptoms and limits motor neuron degeneration in a mouse model of amyotrophic lateral sclerosis

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Regulation of repressor-element 1 silencing transcription factor (REST) by CaMKIV

FENS Forum 2024

The role of TCF7L2 transcription factor in the function of thalamocortical circuits

FENS Forum 2024