Biology subjects

Aldinger, K. A.

Publications and source records attributed to Aldinger, K. A..

8 recordsLinked to original sources

bioRxiv2025

Elucidating Neurodevelopmental Trajectories in Cancer with Topic Modeling: Revealing Persistent External Granule Layer Lineages in Medulloblastoma

Single-cell transcriptomics transformed our understanding of cellular heterogeneity, yet cross-dataset comparison remains fundamentally limited by batch effects, technology differences, and inconsistent annotation frameworks. These challenges have impeded efforts to connect developmental programs with disease states which creates a critical gap for understanding pediatric cancers with suspected developmental origins. Here, we demonstrate that topic modeling, an unsupervised natural language processing technique, overcomes these barriers by learning transferable transcriptional genetic signatures that generalize across datasets, technologies, and biological contexts without requiring data integration. Applying this framework to over one million fetal cerebellar nuclei, we identify seven distinct topics that capture the developmental spectrum of rhombic lip progenitors through external granule layer (EGL) differentiation, including transitional states missed by conventional clustering. These topics transfer successfully across sequencing technologies (SPLiT-seq to sci-RNA-seq3), developmental timepoints, species (human to mouse), and from single-cell to bulk RNA sequencing of 876 medulloblastoma tumors. We reveal that Sonic hedgehog (SHH) medulloblastoma subtypes retain these topics, corresponding to distinct stages of EGL development. Our findings highlight that developmental timing at tumor initiation fundamentally shapes tumor biology, with immediate implications for subtype-specific therapeutic strategies in pediatric brain cancer. Our workflow establishes topic modeling as a scalable solution for mining expanding genomic atlases with broad applications across different datasets, technologies, and biological contexts.

bioinformatics↗

bioRxiv2025

Epigenomic landscape of the developing human rhombic lip reveals gene regulatory network and non-coding loci of developmental, evolutionary, and disease relevance

The cerebellar rhombic lip neural progenitor niche of the prenatal hindbrain is an anatomical structure critical for cerebellar glutamatergic neurogenesis. Humans have elaborated the rhombic lip niche to include a rhombic lip subventricular zone (RL-SVZ) not seen in mice or macaques. Although developmental disruptions of this progenitor zone can cause cerebellar growth abnormalities - from malformations to tumors - the gene regulatory networks underpinning this unique progenitor niche are unknown. Here we provide a predicted gene regulatory network for the human cerebellar rhombic lip, inferred from epigenomic maps of the developing human cerebellum. We generated DNA methylomes of neuroanatomically-dissected mid-gestation human rhombic lip ventricular zone and RL-SVZ (N=9 samples; 15-16 post conception weeks) using low-input Enzymatic MethylSeq. We also mapped histone modifications marking active promoters and enhancers in the whole mid-gestation human fetal cerebellum (N=6 samples; 14 and 18 post-conception weeks). Integrating these data, we identified 9,855 differentially-methylated regions (DMR) which converge on binding sites of over three hundred transcription factors, including master regulators of rhombic lip neurogenesis, ATOH1, NEUROD1, and NEUROD2. DMRs hypomethylated in the RL-SVZ are enriched in active enhancers and in human accelerated regions, and are depleted in active promoters. We inferred 81,844 transcription factor-enhancer-gene links, covering 41 transcription factors active in the rhombic lip, and 4,610 target genes that include drivers of cerebellar neurogenesis and pediatric hindbrain cancer. Twenty-five DMRs overlap human accelerated regions located near genes associated with intellectual disability, autism spectrum disorders, and neurological deficits. DMRs are also statistically enriched in copy number aberrations in medulloblastoma, a malignant pediatric hindbrain cancer with subtypes hypothesized to originate in the rhombic lip. Close to one-quarter of the DMRs overlap known copy number aberrations in medulloblastoma, nominating potential enhancer and promoter elements impacted by these genomic aberrations. Collectively, our data provide a rich resource to start decoding the functional impact of non-coding variation on gene regulation in the developing cerebellum and on genomic dysregulation in diseases of cerebellar growth.

developmental biology↗

bioRxiv2025

The Impact of Delayed Evacuation on the Quality of Human Fetal Tissue

BackgroundDigoxin and other agents are frequently administered to arrest fetal circulation before the evacuation of human fetal tissue (HFT) in pregnancy terminations to address concerns about fetal viability. However, the impact of delayed evacuation on HFT quality remains unknown. Analyzing HFT is critical for diagnosing pregnancies affected by fetal abnormalities and for driving progress in biomedical research. ObjectiveThis study aims to assess the effects of delayed evacuation following fetal circulation cessation on the quality of HFT for both diagnostic and research purposes. Study DesignHFT samples were collected from second-trimester dilation and evacuation (D&E) procedures, with and without agent injection approximately 24 hours prior, as per standard care protocols. We assessed multiple parameters relevant to diagnostics and research, including: 1) cell morphology, 2) cell proliferation, 3) apoptosis, 4) cell viability in culture, and 5) nucleic acid quality. To simulate in utero conditions and determine the timeline for tissue degradation, we incubated brain tissue obtained from D&E without induced demise at 37{degrees}C for up to 18 hours. ResultsWe analyzed 18 HFT samples from D&E procedures performed 19-25 hours after digoxin or potassium chloride (KCl) injection and compared them to 26 HFT samples from immediate evacuations without prior injection. Induced fetal demise resulted in 1) disrupted cell morphology, 2) decreased cell proliferation, 3) increased apoptosis, 4) reduced cell viability in culture, and 5) lower RNA quality. Despite these findings, all samples yielded DNA of sufficient quality for polymerase chain reaction (PCR). ConclusionD&E procedures performed after fetal demise induced by digoxin or KCl lead to decreased HFT quality, limiting its diagnostic and research potential beyond gross tissue evaluation and DNA extraction. Limiting the time between fetal circulation arrest and evacuation may improve HFT quality for clinical and research applications.

pathology↗

bioRxiv2022

Medulloblastoma Group 3 and 4 Tumors Comprise a Clinically and Biologically Significant Expression Continuum Reflecting Human Cerebellar Development

Medulloblastoma is currently sub-classified into distinct DNA methylation subgroups/subtypes with particular clinico-molecular features. Using RNA-seq in large well annotated cohorts of medulloblastoma we show that transcriptionally Group3 and Group4 medulloblastomas exist not as discrete types but as intermediates on a bipolar continuum between archetypal Group3 and Group4 entities. Continuum position is prognostic, reflects propensity for specific DNA copy-number changes, key switches in isoform/enhancer usage and RNA-editing. Examining scRNA-seq profiles we show intra-tumoral transcriptional heterogeneity along the continuum is limited in a subtype-dependent manner. By integrating with a human scRNA-seq reference atlas we show this continuum is mirrored by an equivalent continuum of transcriptional cell types in early fetal cerebellar development. We identify unique developmental niches for all four major subgroups and link each to a common developmental antecedent. Our findings show a transcriptional continuum arising from oncogenic disruption of highly specific fetal cerebellar cell types, linked to almost every aspect of Group3/Group4 molecular biology and clinico-pathology.

cancer biology↗

bioRxiv2021

NRF1 Association with AUTS2-Polycomb Mediates Specific Gene Activation in the Brain

The heterogeneous complexes comprising the family of Polycomb Repressive Complex 1 (PRC1) are instrumental to establishing facultative heterochromatin that is repressive to transcription. Yet, two PRC1 species, PRC1.3 and PRC1.5, are known to comprise novel components, AUTS2, P300, and CK2 that convert this repressive function to that of transcription activation. Here, we report that patients harboring mutations in the HX repeat domain of AUTS2 exhibit defects in AUTS2 and P300 interaction as well as a developmental disorder reflective of Rubinstein-Taybi syndrome, which is mostly associated with a heterozygous pathogenic variant in CREBBP/EP300. As well, the absence of AUTS2 gives rise to a mis-regulation of a subset of developmental genes and curtails motor neuron differentiation from embryonic stem cells in the context of a well-defined system. Moreover, the transcription factor, Nuclear Respiratory Factor 1 (NRF1) exhibits a novel and integral role in this aspect of the neurodevelopmental process, being required for PRC1.3 recruitment to chromatin.

biochemistry↗

bioRxiv2020

Spatial and single-cell transcriptional landscape of human cerebellar development

ABSTRACTCerebellar development and function require precise regulation of molecular and cellular programs to coordinate motor functions and integrate network signals required for cognition and emotional regulation. However, molecular understanding of human cerebellar development is limited. Here, we combined spatially resolved and single-cell transcriptomics to systematically map the molecular, cellular, and spatial composition of early and mid-gestational human cerebellum. This enabled us to transcriptionally profile major cell types and examine the dynamics of gene expression within cell types and lineages across development. The resulting ‘Developmental Cell Atlas of the Human Cerebellum’ demonstrates that the molecular organization of the cerebellar anlage reflects cytoarchitecturally distinct regions and developmentally transient cell types that are insufficiently captured in bulk transcriptional profiles. By mapping disease genes onto cell types, we implicate the dysregulation of specific cerebellar cell types, especially Purkinje cells, in pediatric and adult neurological disorders. These data provide a critical resource for understanding human cerebellar development with implications for the cellular basis of cerebellar diseases.Competing Interest StatementA.B.R, C.R., and G.Se. are shareholders of Split Bioscience.View Full Text

developmental biology↗

bioRxiv2019

Whole-genome and RNA sequencing reveal variation and transcriptomic coordination in the developing human prefrontal cortex

Variation in gene expression underlies neurotypical development, while genomic variants contribute to neuropsychiatric disorders. BrainVar is a unique resource of paired whole-genome sequencing and bulk-tissue RNA-sequencing from the human dorsolateral prefrontal cortex of 176 neurotypical individuals across prenatal and postnatal development, providing the opportunity to assay genomic and transcriptomic variation in tandem. Leveraging this resource, we identified rare premature stop codons with commensurate reduced and allele-specific expression of corresponding genes, and common variants that alter gene expression (expression quantitative trait loci, eQTLs). Categorizing eQTLs by prenatal and postnatal effect, genes affected by temporally-specific eQTLs, compared to constitutive eQTLs, are enriched for haploinsufficiency, protein-protein interactions, and neuropsychiatric disorder risk loci. Expression levels of over 12,000 genes rise or fall in a concerted late-fetal transition, with the transitional genes enriched for cell type specific genes and neuropsychiatric disorder loci, underscoring the importance of cataloguing developmental trajectories in understanding cortical physiology and pathology.\n\nHighlightsO_LIWhole-genome and RNA-sequencing across human prefrontal cortex development in BrainVar\nC_LIO_LIGene-specific developmental trajectories characterize the late-fetal transition\nC_LIO_LIIdentification of constitutive, prenatal-specific, postnatal-specific, and rare eQTLs\nC_LIO_LIIntegrated analysis reveals genetic and developmental influences on CNS traits and disorders\nC_LI

neuroscience↗

bioRxiv2018

Pathogenic DDX3X mutations impair RNA metabolism and neurogenesis during fetal cortical development

De novo germline mutations in the RNA helicase DDX3X account for 1-3% of unexplained intellectual disability (ID) cases in females, and are associated with autism, brain malformations, and epilepsy. Yet, the developmental and molecular mechanisms by which DDX3X mutations impair brain function are unknown. Here we use human and mouse genetics, and cell biological and biochemical approaches to elucidate mechanisms by which pathogenic DDX3X variants disrupt brain development. We report the largest clinical cohort to date with DDX3X mutations (n=78), demonstrating a striking correlation between recurrent dominant missense mutations, polymicrogyria, and the most severe clinical outcomes. We show that Ddx3x controls cortical development by regulating neuronal generation and migration. Severe DDX3X missense mutations profoundly disrupt RNA helicase activity and induce ectopic RNA-protein granules and aberrant translation in neural progenitors and neurons. Together, our study demonstrates novel mechanisms underlying DDX3X syndrome, and highlights roles for RNA-protein aggregates in the pathogenesis of neurodevelopmental disease.

genetics↗