This site uses cookies to provide you with a great user experience. By using it, you accept our use of cookies.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f56f72b63f0>>.
Error: Could not find gene with ID = 'MSMEG3904' and Strain = 'H37Rv'
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f56f72b7ec0>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713248f50>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f571324bf80>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132cf8f0>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132cd3a0>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132786b0>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713278c20>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f571327be90>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132780e0>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132d9100>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f56f720aa80>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713278920>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713279730>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713278ec0>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132cf170>>.
Error: Could not find gene with ID = 'MSMEG4102' and Strain = 'H37Rv'
Error: Could not find gene with ID = 'MSMEG5971' and Strain = 'H37Rv'
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132799a0>>.
Error: Could not find gene with ID = 'MSMEG4696' and Strain = 'H37Rv'
Error: Could not find gene with ID = 'MSMEG4264' and Strain = 'H37Rv'
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713291670>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713290410>>.
Error: Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5710486c90>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f56f72b63f0>>.
Could not find gene with ID = 'MSMEG3904' and Strain = 'H37Rv'
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f56f72b7ec0>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713248f50>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f571324bf80>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132cf8f0>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132cd3a0>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132786b0>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713278c20>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f571327be90>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132780e0>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132d9100>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f56f720aa80>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713278920>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713279730>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713278ec0>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132cf170>>.
Could not find gene with ID = 'MSMEG4102' and Strain = 'H37Rv'
Could not find gene with ID = 'MSMEG5971' and Strain = 'H37Rv'
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f57132799a0>>.
Could not find gene with ID = 'MSMEG4696' and Strain = 'H37Rv'
Could not find gene with ID = 'MSMEG4264' and Strain = 'H37Rv'
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713291670>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5713290410>>.
Error in passages view: Field 'id' expected a number but got <SimpleLazyObject: <django.contrib.auth.models.AnonymousUser object at 0x7f5710486c90>>.
Experiment (PMID: 34297925): We designed an M. tuberculosis CRISPRi library (RLC12) to target all annotated Mtb genes with single guide RNAs (sgRNAs) of varying predicted knockdown efficiencies.
In parallel, we constructed a M. smegmatis CRISPRi library (RLC11) to target all annotated Msmeg genes, similar to the Mtb sgRNA library.
RLC12 was transformed into M. tuberculosis H37Rv; RLC11 into M. smegmatis mc2-155.
We passaged both CRISPRi libraries for nearly 30 generations in the presence or absence of the CRISPRi-inducer anhydrotetracycline (ATc). At the indicated timepoints, genomic DNA was harvested and the representation of individual sgRNAs was counted using Illumina sequencing.
Here, we show sgRNA log2 fold-change values (L2FC) (plus versus minus ATc) over consecutive generations for sgRNAs targeting the gene you selected.
sgRNAs are color-coded based on their predicted strength from blue (strength=0; weak) to red (strength=1; strong).
In order to quantify gene vulnerability, data were subsequently analyzed with a hierarchical model at the sgRNA level (two-line model) and gene level (Hill curve). The vulnerability quantification is shown below. [More information]
Mtb H37Rv Reference Fitness Experiment
Mtb HN878 Reference Fitness Experiment
Msmeg Reference Fitness Experiment
No reference experiment.
Mtb H37Rv Expression-Fitness Relationship
Mtb HN878 Expression-Fitness Relationship
Msmeg Expression-Fitness Relationship (Most similar ortholog)
No reference experiment.
Vulnerability Index (VI)
0.4560
0.6760
0.2560
VI Lower Bound
-1.9440
-1.3180
-8.3850
VI Upper Bound
3.3020
3.7110
9.7760
Chemical Genetics
Experiment (PMID: 35637331): To define genes that control drug potency in Mtb, we performed 90 CRISPRi screens across nine drugs in the Mtb reference strain, H37Rv. These screens used a genome-scale CRISPRi library (RLC12) containing 96,700 sgRNAs to enable titratable knockdown for nearly all Mtb genes. Anhydrotetracycline (ATc) was added 1 or 5 days prior to drug exposure to transcriptionally activate CRISPRi and deplete target gene products. Drugs were screened at concentrations spanning the predicted minimum inhibitory concentration (MIC). Triplicate CRISPRi library cultures were outgrown for two weeks in the presence or absence of drug. After outgrowth, we harvested genomic DNA from cultures treated with three descending doses of partially inhibitory drug concentrations (High, Med, and Low) and analyzed sgRNA abundance by deep sequencing. Hits were identified by MAGeCK as those genes whose CRISPRi inhibition reduced or increased relative fitness in the presence of a given drug (false discovery rate (FDR) < 0.01, log2 fold-change |L2FC| > 1).
Shown below are the feature-expression heatmaps for this gene for the indicated drugs from the 1-day and 5-day CRISPRi library pre-depletion screens. The black triangles denote increasing drug dose (Low, Med, High). The color of each circle represents the gene-level L2FC. A white dot represents an FDR < 0.01 and a |L2FC| > 1. If the FDR for this gene under a given drug screening condition was greater than 0.01, no L2FC value is plotted.
You can click on each square in the feature-expression heatmap to display this gene's behavior in the presence of the indicated drug at the indicated dose in two volcano plots. The "sgRNA level" volcano plot shows the L2FC value and FDR for each sgRNA targeting the gene of interest. Only sgRNAs above the sequencing limit of detection (counts > 100 after normalizing for sequencing depth) are displayed. sgRNAs are color coded according to predicted strength (see Bosch & DeJesus et al. for details, PMID: 34297925). The "Gene level" volcano plot shows the L2FC value and FDR for each gene, with the gene of interest marked with a large green dot.