@article {66002, title = {Image-based pooled whole-genome CRISPRi screening for subcellular phenotypes.}, journal = {Journal of Cell Biology}, volume = {220}, year = {2021}, month = {2021 Feb 01}, abstract = {

Genome-wide CRISPR screens have transformed our ability to systematically interrogate human gene function, but are currently limited to a subset of cellular phenotypes. We report a novel pooled screening approach for a wider range of cellular and subtle subcellular phenotypes. Machine learning and convolutional neural network models are trained on the subcellular phenotype to be queried. Genome-wide screening then utilizes cells stably expressing dCas9-KRAB (CRISPRi), photoactivatable fluorescent protein (PA-mCherry), and a lentiviral guide RNA (gRNA) pool. Cells are screened by using microscopy and classified by artificial intelligence (AI) algorithms, which precisely identify the genetically altered phenotype. Cells with the phenotype of interest are photoactivated and isolated via flow cytometry, and the gRNAs are identified by sequencing. A proof-of-concept screen accurately identified PINK1 as essential for Parkin recruitment to mitochondria. A genome-wide screen identified factors mediating TFEB relocation from the nucleus to the cytosol upon prolonged starvation. Twenty-one of the 64 hits called by the neural network model were independently validated, revealing new effectors of TFEB subcellular localization. This approach, AI-photoswitchable screening (AI-PS), offers a novel screening platform capable of classifying a broad range of mammalian subcellular morphologies, an approach largely unattainable with current methodologies at genome-wide scale.

}, issn = {1540-8140}, doi = {10.1083/jcb.202006180}, author = {Kanfer, Gil and Sarraf, Shireen A and Maman, Yaakov and Baldwin, Heather and Dominguez-Martin, Eunice and Johnson, Kory R and Ward, Michael E and Kampmann, Martin and Lippincott-Schwartz, Jennifer and Youle, Richard J} } @article {66024, title = {RNA transport and local translation in neurodevelopmental and neurodegenerative disease.}, journal = {Nature Neuroscience}, volume = {24}, year = {2021}, month = {2021 May 01}, pages = {622-32}, abstract = {

Neurons decentralize protein synthesis from the cell body to support the active metabolism of remote dendritic and axonal compartments. The neuronal RNA transport apparatus, composed of cis-acting RNA regulatory elements, neuronal transport granule proteins, and motor adaptor complexes, drives the long-distance RNA trafficking required for local protein synthesis. Over the past decade, advances in human genetics, subcellular biochemistry, and high-resolution imaging have implicated each member of the apparatus in several neurodegenerative diseases, establishing failed RNA transport and associated processes as a unifying pathomechanism. In this review, we deconstruct the RNA transport apparatus, exploring each constituent{\textquoteright}s role in RNA localization and illuminating their unique contributions to neurodegeneration.

}, issn = {1546-1726}, doi = {10.1038/s41593-020-00785-2}, author = {Fernandopulle, Michael S and Lippincott-Schwartz, Jennifer and Ward, Michael E} } @article {65156, title = {RNA granules hitchhike on lysosomes for long-distance transport, Using annexin A11 as a molecular tether.}, journal = {Cell}, volume = {179}, year = {2019}, month = {2019 Sep 19}, pages = {147-164.e20}, abstract = {

Long-distance RNA transport enables local protein synthesis at metabolically-active sites distant from the nucleus. This process ensures an appropriate spatial organization of proteins, vital to polarized cells such as neurons. Here, we present a mechanism for RNA transport in which RNA granules "hitchhike" on moving lysosomes. In\ vitro biophysical modeling, live-cell microscopy, and unbiased proximity labeling proteomics reveal that annexin A11 (ANXA11), an RNA granule-associated phosphoinositide-binding protein, acts as a molecular tether between RNA granules and lysosomes. ANXA11 possesses an N-terminal low complexity domain, facilitating its phase separation into membraneless RNA granules, and a C-terminal membrane binding domain, enabling interactions with lysosomes. RNA granule transport requires ANXA11, and amyotrophic lateral sclerosis (ALS)-associated mutations in ANXA11 impair RNA granule transport by disrupting their interactions with lysosomes. Thus, ANXA11 mediates neuronal RNA transport by tethering RNA granules to actively-transported lysosomes, performing a critical cellular function that is disrupted in ALS.

}, issn = {1097-4172}, doi = {10.1016/j.cell.2019.08.050}, author = {Liao, Ya-Cheng and Fernandopulle, Michael S and Wang, Guozhen and Choi, Heejun and Hao, Ling and Drerup, Catherine M and Patel, Rajan and Qamar, Seema and Nixon-Abell, Jonathon and Shen, Yi and Meadows, William and Vendruscolo, Michele and Knowles, Tuomas P J and Nelson, Matthew and Czekalska, Magdalena A and Musteikyte, Greta and Gachechiladze, Mariam A and Stephens, Christina A and Pasolli, H Amalia and Forrest, Lucy R and St George-Hyslop, Peter and Lippincott-Schwartz, Jennifer and Ward, Michael E} }