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Raja Venkatesh, A.

Publications and source records attributed to Raja Venkatesh, A..

3 recordsLinked to original sources

Multiscale spatial analysis implicates chromosomal metaloops in gene patterning across the Drosophila brain

Scores of chromosome-scale loops, or metaloops, arise in the Drosophila brain, but their spatial organization and relationship to neural gene expression patterns remain unclear. Here, we used multiplexed Optical Reconstruction of Chromatin Architecture (ORCA) to examine the multiscale spatial organization of metaloops in cross-sections of 100s of larval and adult Drosophila brains. We find metaloops form preferentially in the central regions of the brain, where they nucleate the formation of metadomains, characterized by the intermingling of distal topologically associating domains (TADs). At the sub-cellular scale, metaloops tend to arise towards the nuclear center, and multiple metaloops in the same cell have a preference to form hubs (3 or more contacts). Each brain nucleus generally harbors only a few loops or hubs. An in-depth analysis of the hub centered on DIP-epsilon, a synaptic wiring gene, identified a three-way metadomain that brings together the DIP-epsilon TAD; a distal TAD carrying a paralog of DIP-epsilon, DIP-zeta; and a putative regulatory TAD, across 3 Mb. This metadomain adopts distinct conformations depending on gene expression; cells expressing DIP-epsilon or DIP-zeta show preferential interactions between the TAD carrying the corresponding gene and the putative regulatory TAD. We posit that the neuron-specific formation of different subsets of metadomains might coordinate the expression of diverse combinations of synaptic wiring genes underlying complex brain architecture.

molecular biology↗

Whole-genome 3D architectural screen reveals modulators of brain DNA structure

Three-dimensional (3D) genome architecture is the foundation of gene regulation, and plays a critical role in normal physiology and disease. However, our understanding of its biochemical determinants has long been limited by technology: imaging-based screens only profile a small number of loci, while sequencing-based studies rarely exceed 100 samples or conditions. Here we present "in-plate chromosome conformation capture" (Plate-C), a high-throughput, cost-effective platform that profiles thousands of whole-genome architectures in a day. Plate-C enabled the first chemical screen for whole-genome structural changes--profiling 2,956 samples from 834 conditions across 5 neuronal and glial types, accompanied by 6,081 single cells using "easy diploid chromosome conformation capture" (Easy Dip-C) and 200,893 single-cell transcriptomes. We discovered that diverse, dose/time-dependent, and cell type/species-specific modes of DNA structural changes can be rapidly induced by manipulating epigenetic (HDAC, BET), metabolic (mTOR), proteostatic (UPR), developmental (GSK3/Wnt, Hedgehog), immune (cGAS/STING), and neurotransmission pathways. To validate our finding in vivo, we demonstrated in newborn mice that HDAC inhibition drives brain-wide genome rewiring within hours, highly correlated with changes in vitro and inducing a latent structural and transcriptional state orthogonal to normal differentiation. By enabling massively parallel profiling of whole-genome structures, Plate-C paves the way for systematic discovery of DNA folding principles to better understand and engineer the human genome in 3D.

genomics↗

Diffusive lensing as a mechanism of intracellular transport and compartmentalization

While inhomogeneous diffusivity has been identified as a ubiquitous feature of the cellular interior, its implications for particle mobility and concentration at different length scales remain largely unexplored. In this work, we use agent-based simulations of diffusion to investigate how heterogeneous diffusivity affects movement and concentration of diffusing particles. We propose that a nonequilibrium mode of membraneless compartmentalization arising from the convergence of diffusive trajectories into low-diffusive sinks, which we call "diffusive lensing," is relevant for living systems. Our work highlights the phenomenon of diffusive lensing as a potentially key driver of mesoscale dynamics in the cytoplasm, with possible far-reaching implications for biochemical processes.

biophysics↗