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1.
Ann Surg ; 2024 Jun 13.
Article in English | MEDLINE | ID: mdl-38869440

ABSTRACT

OBJECTIVE: To investigate fecal incontinence and defecatory, urinary, and sexual functional outcomes after taTME. SUMMARY BACKGROUND DATA: Proctectomy for rectal cancer may result in alterations in defecatory, urinary, and sexual function that persist beyond 12 months. The recent multicenter Phase II taTME trial demonstrated the safety of taTME in patients with stage I-III tumors. METHODS: Prospectively registered self-reported questionnaires were collected from 100 taTME patients. Fecal continence (FIQL, Wexner), defecatory function (COREFO), urinary function (IPSS), and sexual function (FSFI-female, IIEF-male) were assessed preoperatively (PQ), 3-4 months post-ileostomy closure (FQ1), and 12-18 months post-taTME (FQ2). RESULTS: Among 83 patients who responded at all three time points, FIQL, Wexner, and COREFO significantly worsened post-ileostomy closure. Between FQ1 and FQ2, FIQL lifestyle and coping, Wexner, and COREFO incontinence, social impact, frequency, and need for medication significantly improved, while FIQL depression and embarrassment did not change. IPSS did not change relative to preoperative scores. For females, FSFI declined for desire, orgasm, and satisfaction between PQ and FQ1, and did not improve between FQ1 and FQ2. In males, IIEF declined with no change between FQ1 and FQ2. CONCLUSIONS: Although taTME resulted in initial decline in defecatory function and fecal continence, most functional domains improved by 12 months after ileostomy closure, without returning to preoperative status. Urinary function was preserved while sexual function declined without improvement by 18 months post-taTME. Our results address patient expectations and inform shared decision-making regarding taTME.

2.
Nat Commun ; 9(1): 5416, 2018 12 21.
Article in English | MEDLINE | ID: mdl-30575746

ABSTRACT

The 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.


Subject(s)
CRISPR-Cas Systems , Genomic Library , CRISPR-Associated Protein 9 , Streptococcus pyogenes
3.
Nat Biotechnol ; 36(2): 179-189, 2018 02.
Article in English | MEDLINE | ID: mdl-29251726

ABSTRACT

Combinatorial genetic screening using CRISPR-Cas9 is a useful approach to uncover redundant genes and to explore complex gene networks. However, current methods suffer from interference between the single-guide RNAs (sgRNAs) and from limited gene targeting activity. To increase the efficiency of combinatorial screening, we employ orthogonal Cas9 enzymes from Staphylococcus aureus and Streptococcus pyogenes. We used machine learning to establish S. aureus Cas9 sgRNA design rules and paired S. aureus Cas9 with S. pyogenes Cas9 to achieve dual targeting in a high fraction of cells. We also developed a lentiviral vector and cloning strategy to generate high-complexity pooled dual-knockout libraries to identify synthetic lethal and buffering gene pairs across multiple cell types, including MAPK pathway genes and apoptotic genes. Our orthologous approach also enabled a screen combining gene knockouts with transcriptional activation, which revealed genetic interactions with TP53. The "Big Papi" (paired aureus and pyogenes for interactions) approach described here will be widely applicable for the study of combinatorial phenotypes.


Subject(s)
CRISPR-Cas Systems/genetics , Epistasis, Genetic/genetics , Genetic Testing , RNA, Guide, Kinetoplastida/genetics , Apoptosis/genetics , Gene Knockout Techniques , Gene Targeting , Humans , Machine Learning , Mitogen-Activated Protein Kinase Kinases/genetics , Signal Transduction/genetics , Staphylococcus aureus/genetics , Streptococcus pyogenes/genetics , Tumor Suppressor Protein p53/genetics
4.
PLoS One ; 12(1): e0170445, 2017.
Article in English | MEDLINE | ID: mdl-28118392

ABSTRACT

CRISPR/Cas9 screening has proven to be a versatile tool for genomics research. Based on unexpected results from a genome-wide screen, we developed a CRISPR/Cas9-mediated approach to mutagenesis, exploiting the allelic diversity generated by error-prone non-homologous end-joining (NHEJ) to identify novel gain-of-function and drug resistant alleles of the MAPK signaling pathway genes MEK1 and BRAF. We define the parameters of a scalable technique to easily generate cell populations containing thousands of endogenous allelic variants to map gene functions. Further, these results highlight an unexpected but important phenomenon, that Cas9-induced gain-of-function alleles are an inherent by-product of normal Cas9 loss-of-function screens and should be investigated during analysis of data from large-scale positive selection screens.


Subject(s)
CRISPR-Cas Systems , MAP Kinase Kinase 1/genetics , Mutagenesis , Protein Engineering/methods , Proto-Oncogene Proteins B-raf/genetics , Alleles , Cell Line, Tumor , Clustered Regularly Interspaced Short Palindromic Repeats , DNA End-Joining Repair , Gene Library , HEK293 Cells , Humans , INDEL Mutation , Indoles/pharmacology , MAP Kinase Kinase 1/chemistry , Phenotype , Proto-Oncogene Proteins B-raf/chemistry , RNA, Guide, Kinetoplastida/genetics , Recombinant Fusion Proteins/chemistry , Sequence Alignment , Sulfonamides/pharmacology , Transduction, Genetic , Vemurafenib
5.
Nat Biotechnol ; 34(2): 184-191, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26780180

ABSTRACT

CRISPR-Cas9-based genetic screens are a powerful new tool in biology. By simply altering the sequence of the single-guide RNA (sgRNA), one can reprogram Cas9 to target different sites in the genome with relative ease, but the on-target activity and off-target effects of individual sgRNAs can vary widely. Here, we use recently devised sgRNA design rules to create human and mouse genome-wide libraries, perform positive and negative selection screens and observe that the use of these rules produced improved results. Additionally, we profile the off-target activity of thousands of sgRNAs and develop a metric to predict off-target sites. We incorporate these findings from large-scale, empirical data to improve our computational design rules and create optimized sgRNA libraries that maximize on-target activity and minimize off-target effects to enable more effective and efficient genetic screens and genome engineering.


Subject(s)
CRISPR-Cas Systems/genetics , Genetic Engineering/methods , Genomics/methods , RNA, Guide, Kinetoplastida/genetics , Animals , Cell Line, Tumor , Drug Resistance/genetics , Gene Library , Genome/genetics , Humans , Mice
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