Optimized libraries for CRISPR-Cas9 genetic screens with multiple modalitiesThe creation of genome-wide libraries for CRISPR knockout (CRISPRko), interference (CRISPRi), and activation (CRISPRa) has enabled the systematic interrogation of gene function. Here, we show that our recently-described CRISPRko library (Brunello) is more effective than previously published libraries at distinguishing essential and non-essential genes, providing approximately the same perturbation-level performance improvement over GeCKO libraries as GeCKO provided over RNAi. Additionally, we present genome-wide libraries for CRISPRi (Dolcetto) and CRISPRa (Calabrese), and show in negative selection screens that Dolcetto, with fewer sgRNAs per gene, outperforms existing CRISPRi libraries and achieves comparable performance to CRISPRko in detecting essential genes. We also perform positive selection CRISPRa screens and demonstrate that Calabrese outperforms the SAM approach at identifying vemurafenib resistance genes. We further compare CRISPRa to genome-scale libraries of open reading frames (ORFs). Together, these libraries represent a suite of genome-wide tools to efficiently interrogate gene function with multiple modalities.
Genetic screens in isogenic mammalian cell lines without single cell cloningIsogenic pairs of cell lines, which differ by a single genetic modification, are powerful tools for understanding gene function. Generating such pairs of mammalian cells, however, is labor-intensive, time-consuming, and, in some cell types, essentially impossible. Here, we present an approach to create isogenic pairs of cells that avoids single cell cloning, and screen these pairs with genome-wide CRISPR-Cas9 libraries to generate genetic interaction maps. We query the anti-apoptotic genes BCL2L1 and MCL1, and the DNA damage repair gene PARP1, identifying both expected and uncharacterized buffering and synthetic lethal interactions. Additionally, we compare acute CRISPR-based knockout, single cell clones, and small-molecule inhibition. We observe that, while the approaches provide largely overlapping information, differences emerge, highlighting an important consideration when employing genetic screens to identify and characterize potential drug targets. We anticipate that this methodology will be broadly useful to comprehensively study gene function across many contexts.
A longitudinal assessment of the academic correlates of early peer acceptance and rejectionRobin O'Neil, Mara Welsh, Ross D. Parke et al.|Journal of Clinical Child Psychology|1997 Examines the extent to which academic achievement and work habits of first and second graders are predicted by classroom social status over the kindergarten, first-, and second-grade period. Three hundred and forty five children (163 boys and 182 girls) from a southern California community comprised the sample. The ethnic distribution of the sample was approximately 45% Caucasian, 42% Latino, 9% African American, and 5% Asian or other ethnicity. Findings suggest that peer rejection assessed as early as kindergarten and social rejection that is stable across 2 years (kindergarten-first grade or first-second grade) are associated with deficits in first-grade work habits and second-grade academic achievement and work habits. In contrast, stable social acceptance appears to buffer children from early academic difficulty. The pattern of findings remain significant after controlling for initial kindergarten academic competence. The implications for clinical and educational intervention programs are discussed.