Publications by authors named "Gabriel Loeb"

Article Synopsis
  • Early detection of cell type changes in genitourinary tract diseases is a clinical challenge, as current assays often lack the detailed cellular insight that invasive biopsies provide.
  • Researchers studied cell-free RNA (cfRNA) from urine samples of healthy individuals and kidney stone patients, aiming to improve understanding of cell type contributions and the urine metabolome.
  • The analysis revealed that urine transcriptome can discern contributions from various cell types and highlighted specific metabolic pathways linked to kidney function, indicating noninvasive urine analysis could serve as a useful tool in diagnosing related diseases.
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  • - Kidney failure significantly impacts health, prompting a large-scale study of 406,504 participants to uncover genetic factors affecting kidney function, identifying 430 key genetic loci.
  • - The research revealed that 56% of inherited differences in kidney function are linked to regulatory elements in kidney tubule epithelial cells, while 7% relate to podocyte cells, suggesting these are crucial for gene expression.
  • - Further analysis using advanced techniques like enhancer assays and CRISPRi identified specific genes (NDRG1, CCNB1, and STC1) regulated by these genetic loci, shedding light on their roles in kidney function.
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  • Deep learning models are used to predict epigenetic features, but their performance varies, especially in cell type-specific regions crucial for gene regulation.
  • The study compares general-purpose models and tissue-specific models, finding that tailored models can enhance accuracy in predicting chromatin accessibility in specific cells.
  • It emphasizes the need for novel strategies to improve predictions on genetic variants, as high reference sequence accuracy does not guarantee better variant effect predictions.
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Polycystin-1 (PC-1) and PC-2 form a heteromeric ion channel complex that is abundantly expressed in primary cilia of renal epithelial cells. This complex functions as a non-selective cation channel, and mutations within the polycystin complex cause autosomal dominant polycystic kidney disease (ADPKD). The spatial and temporal regulation of the polycystin complex within the ciliary membrane remains poorly understood.

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  • A variety of deep learning models are being developed to predict chromatin accessibility from DNA sequences, but evaluation results often overlook the significance of cell type specific regulatory elements (CREs), which are crucial for gene regulation and complex disease heritability.
  • The study evaluates the accuracy of these genomic models, revealing that general purpose models like Enformer and Sei perform worse in regions that are specifically accessible to certain cell types.
  • The research highlights that tailoring models for specific tissues and enhancing their capacity for cell type specific regulation can boost performance, but improving predictions of reference sequences doesn't necessarily translate to better predictions of variant effects, suggesting the need for new approaches in the field.
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Article Synopsis
  • Kidney disease is largely influenced by genetics, yet the specific genes and mechanisms involved are still not fully understood; a recent GWAS identified 462 genetic loci associated with kidney function.
  • Researchers used single-cell ATAC-seq maps to explore chromatin accessibility in the kidney, finding that regulatory elements in kidney tubule epithelial cells accounted for the majority of genetic heritability related to kidney function.
  • The study further utilized CRISPR interference to demonstrate how inherited variations in regulatory elements impact gene expression in tubule epithelial cells, ultimately linking these differences to a predisposition for kidney disease in humans.
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Article Synopsis
  • * The research identified two main categories of harmful variants in the polycystin-1 protein: those that prevent it from reaching the cell surface and those that impair its ion channel activity.
  • * A small molecule was found to potentially rescue the surface localization of defective polycystin channels, suggesting that improving channel function through small-molecule therapies could be a promising treatment for ADPKD.
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Urine is assayed alongside blood in medicine, yet current clinical diagnostic tests utilize only a small fraction of its total biomolecular repertoire, potentially foregoing high-resolution insights into human health and disease. In this work, we characterized the joint landscapes of transcriptomic and metabolomic signals in human urine. We also compared the urine transcriptome to plasma cell-free RNA, identifying a distinct cell type repertoire and enrichment for metabolic signal.

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Molecular characterization of cell types using single-cell transcriptome sequencing is revolutionizing cell biology and enabling new insights into the physiology of human organs. We created a human reference atlas comprising nearly 500,000 cells from 24 different tissues and organs, many from the same donor. This atlas enabled molecular characterization of more than 400 cell types, their distribution across tissues, and tissue-specific variation in gene expression.

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Numerous microRNAs and their target mRNAs are coexpressed across diverse cell types. However, it is unknown whether they are regulated in a manner independent of or dependent on cellular context. Here, we explored transcriptome-wide targeting and gene regulation by miR-155, whose activation-induced expression plays important roles in innate and adaptive immunity.

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Natural killer (NK) cells function in the recognition and destruction of host cells infected with pathogens. Many regulatory mechanisms govern the potent responses of NK cells, both at the cellular and molecular level. Ablation of microRNA (miRNA) processing enzymes demonstrated that miRNAs play critical roles in NK cell differentiation and function; however, the role of individual miRNAs requires further investigation.

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MicroRNAs (miRNAs) are essential components of gene regulation, but identification of miRNA targets remains a major challenge. Most target prediction and discovery relies on perfect complementarity of the miRNA seed to the 3' untranslated region (UTR). However, it is unclear to what extent miRNAs target sites without seed matches.

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The cell surface receptor tyrosine kinase HER2/neu enhances tumor metastasis. Recent studies suggest that deregulated microRNA (miRNA) expression promotes invasion and metastasis of cancer cells; we therefore explored the possibility that HER2/neu signaling induces the expression of specific miRNAs involved in this process. We identified a putative oncogenic miRNA, miR-21, whose expression is correlated with HER2/neu up-regulation and is functionally involved in HER2/neu-induced cell invasion.

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Foxp3(+) regulatory T (Treg) cells limit pathogenic immune responses to self-antigens and foreign antigens. An essential role for microRNA (miRNA) in the maintenance and function of Treg cells, revealed by the Treg cell-specific Dicer ablation, raised a question as to a specific miRNA contribution. We found that Foxp3 controlled the elevated miR155 expression required for maintaining Treg cell proliferative activity and numbers under nonlymphopenic conditions.

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We applied genome-wide profiling to successive salt-extracted fractions of micrococcal nuclease-treated Drosophila chromatin. Chromatin fractions extracted with 80 mM or 150 mM NaCl after digestion contain predominantly mononucleosomes and represent classical "active" chromatin. Profiles of these low-salt soluble fractions display phased nucleosomes over transcriptionally active genes that are locally depleted of histone H3.

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MicroRNAs (miRNAs) are small noncoding RNAs that can act to repress target mRNAs by suppressing translation and/or reducing mRNA stability. Although it is clear that miRNAs and Dicer, an RNase III enzyme that is central to the production of mature miRNAs, have a role in the early development of neurons, their roles in the postmitotic neuron in vivo are largely unknown. To determine the roles of Dicer in neurons, we ablated Dicer in dopaminoceptive neurons.

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One of the most powerful techniques for studying the function of a gene is to disrupt the expression of that gene using genetic engineering strategies such as targeted recombination or viral integration of gene trap cassettes. The tremendous utility of these tools was recognized this year with the awarding of the Nobel Prize in Physiology or Medicine to Capecchi, Evans, and Smithies for their pioneering work in targeted recombination mutagenesis in mammals. Another noteworthy discovery made nearly a decade ago was the identification of a novel class of non-coding genes called microRNAs.

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