21Genome editing using nucleases such as CRISPR-Cas induces programmable DNA damage at a 22 target genomic site but can also affect off-target sites. Here, we develop a powerful, sensitive assay 23 for the unbiased identification of off-target sites that we term DISCOVER-Seq. This approach 24 takes advantage of the recruitment of endogenous DNA repair factors for genome-wide 25 identification of Cas-induced double-strand breaks. One such factor, MRE11, is recruited precisely 26 to double-strand breaks, enabling molecular characterization of nuclease cut sites with single-base 27 resolution. DISCOVER-Seq detects off-targets in cellular models and in vivo upon adenoviral gene 28 editing of mouse livers, paving the way for real-time off-target discovery during therapeutic gene 29 editing. DISCOVER-Seq is furthermore applicable to multiple types of Cas nucleases and provides 30 an unprecedented view of events that precede repair of the affected sites. 31 strengths, they also have certain weaknesses. Naïve prediction algorithms are for the most part 41 based on sequence similarity and currently have limited predictive power with very high false-42 positive rates (10). Assays that induce DSBs in vitro, such as Digenome-Seq (5), CIRCLE-Seq (6) 43 and SITE-Seq (7), have high sensitivity but dramatically under-or overestimate the number of 44 target sites that are actually modified in cellular models or in vivo (11). Nuclease concentration 45 within the cell (7), delivery method (ribonucleoprotein (RNP) vs. plasmid) (7, 12, 13) as well as 46 more complex cellular properties such as chromatin accessibility (14, 15) have been shown to 47

Spotting off-targets from gene editing Unintended genomic modifications limit the potential therapeutic use of gene-editing tools. Available methods to find off-targets generally do not work in vivo or detect single-nucleotide changes. Three papers in this issue report new methods for monitoring gene-editing tools in vivo (see the Perspective by Kempton and Qi). Wienert et al. followed the recruitment of a DNA repair protein to DNA breaks induced by CRISPR-Cas9, enabling unbiased detection of off-target editing in cellular and animal models. Zuo et al. identified off-targets without the interference of natural genetic heterogeneity by injecting base editors into one blastomere of a two-cell mouse embryo and leaving the other genetically identical blastomere unedited. Jin et al. performed whole-genome sequencing on individual, genome-edited rice plants to identify unintended mutations. Cytosine, but not adenine, base editors induced numerous single-nucleotide variants in both mouse and rice. Science , this issue p. 286 , p. 289 , p. 292 ; see also p. 234

All living cells are characterized by certain cell shapes and sizes. Many bacteria can change these properties depending on the growth conditions. The underlying mechanisms and the ecological relevance of changing cell shape and size remain unclear in most cases. One bacterium that undergoes extensive shape-shifting in response to changing growth conditions is the freshwater bacterium Caulobacter crescentus. When incubated for an extended time in stationary phase, a subpopulation of C. crescentus forms viable filamentous cells with a helical shape. Here, we demonstrated that this stationary-phase-induced filamentation results from downregulation of most critical cell cycle regulators and a consequent block of DNA replication and cell division while cell growth and metabolism continue. Our data indicate that this response is triggered by a combination of three stresses caused by prolonged growth in complex medium, namely, the depletion of phosphate, alkaline pH, and an excess of ammonium. We found that these conditions are experienced in the summer months during algal blooms near the surface in freshwater lakes, a natural habitat of C. crescentus, suggesting that filamentous growth is a common response of C. crescentus to its environment. Finally, we demonstrate that when grown in a biofilm, the filamentous cells can reach beyond the surface of the biofilm and potentially access nutrients or release progeny. Altogether, our work highlights the ability of bacteria to alter their morphology and suggests how this behavior might enable adaptation to changing environments. IMPORTANCE Many bacteria drastically change their cell size and morphology in response to changing environmental conditions. Here, we demonstrate that the freshwater bacterium Caulobacter crescentus and related species transform into filamentous cells in response to conditions that commonly occur in their natural habitat as a result of algal blooms during the warm summer months. These filamentous cells may be better able to scavenge nutrients when they grow in biofilms and to escape from protist predation during planktonic growth. Our findings suggest that seasonal changes and variations in the microbial composition of the natural habitat can have profound impact on the cell biology of individual organisms. Furthermore, our work highlights that bacteria exist in morphological and physiological states in nature that can strongly differ from those commonly studied in the laboratory.