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1.
Nat Methods ; 21(4): 584-596, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38409225

ABSTRACT

Although long noncoding RNAs (lncRNAs) dominate the transcriptome, their functions are largely unexplored. The extensive overlap of lncRNAs with coding and regulatory sequences restricts their systematic interrogation by DNA-directed perturbation. Here we developed genome-scale lncRNA transcriptome screening using Cas13d/CasRx. We show that RNA targeting overcomes limitations inherent to other screening methods, thereby considerably expanding the explorable space of the lncRNAome. By evolving the screening system toward pan-cancer applicability, it supports molecular and phenotypic data integration to contextualize screening hits or infer lncRNA function. We thereby addressed challenges posed by the enormous transcriptome size and tissue specificity through a size-reduced multiplexed gRNA library termed Albarossa, targeting 24,171 lncRNA genes. Its rational design incorporates target prioritization based on expression, evolutionary conservation and tissue specificity, thereby reconciling high discovery power and pan-cancer representation with scalable experimental throughput. Applied across entities, the screening platform identified numerous context-specific and common essential lncRNAs. Our work sets the stage for systematic exploration of lncRNA biology in health and disease.


Subject(s)
Neoplasms , RNA, Long Noncoding , Humans , Gene Expression Profiling , RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism , RNA, Guide, CRISPR-Cas Systems , Transcriptome , Neoplasms/genetics , Neoplasms/metabolism
2.
Nat Commun ; 12(1): 6298, 2021 11 02.
Article in English | MEDLINE | ID: mdl-34728600

ABSTRACT

Basal progenitors (BPs), including intermediate progenitors and basal radial glia, are generated from apical radial glia and are enriched in gyrencephalic species like humans, contributing to neuronal expansion. Shortly after generation, BPs delaminate towards the subventricular zone, where they further proliferate before differentiation. Gene expression alterations involved in BP delamination and function in humans are poorly understood. Here, we study the role of LGALS3BP, so far known as a cancer biomarker, which is a secreted protein enriched in human neural progenitors (NPCs). We show that individuals with LGALS3BP de novo variants exhibit altered local gyrification, sulcal depth, surface area and thickness in their cortex. Additionally, using cerebral organoids, human fetal tissues and mice, we show that LGALS3BP regulates the position of NPCs. Single-cell RNA-sequencing and proteomics reveal that LGALS3BP-mediated mechanisms involve the extracellular matrix in NPCs' anchoring and migration within the human brain. We propose that its temporal expression influences NPCs' delamination, corticogenesis and gyrification extrinsically.


Subject(s)
Antigens, Neoplasm/metabolism , Biomarkers, Tumor/metabolism , Cerebral Cortex/cytology , Extracellular Vesicles/metabolism , Induced Pluripotent Stem Cells/cytology , Neocortex/cytology , Neural Stem Cells/cytology , Neuroglia/metabolism , Animals , Cell Differentiation , Cerebral Cortex/metabolism , Female , Humans , Induced Pluripotent Stem Cells/metabolism , Lateral Ventricles/cytology , Lateral Ventricles/metabolism , Mice , Mice, Inbred C57BL , Models, Animal , Neocortex/metabolism , Neural Stem Cells/metabolism
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