(A) Illustration of 1N (CRISPR interference [CRISPRi] oriC, CJW7457) and multi-N (CRISPRi ftsZ, CJW7576) cells with different numbers of chromosomes along with representative microscopy images at …
The plot includes 61,562 datapoints from 11,907 cells. Lines and shaded areas denote mean ± SD from three biological replicates.
Representative microscopy images of CRISPRi oriC cells expressing HU-CFP and ParB-mCherry with parS site at ori1 (CJW7517) in M9glyCAAT 210 min after addition of 0.2% L-arabinose. Scale bar: 1 µm.
The simulated relative growth rate for increasing cell area considering different levels of cell area overestimation (0–0.2 μm2) and a constant relative growth rate of 0.014 min–1. In the absence of …
(A) Absolute and (B) relative growth rate in M9glyCAAT in 1N (32,735 datapoints from 1568 cells, CJW7457), multi-N (14,006 datapoints from 916 cells, CJW7576), and wild-type (WT) (19,495 datapoints …
(A) Plot showing the absolute growth rate of 1N (CJW7457) cells imaged for 2 hr (dotted line). Prior to spotting cells on the agarose pad containing medium, cells were grown for 90 min in a liquid …
(A) Representative microscopy images of wild-type (WT) (top) and dnaC2 (bottom) cells expressing HU-mCherry growing under microscope observation in M9glyCAAT. DNA replication in dnaC2 cells was …
(A) Absolute and (B) relative growth rate based on cell volume in 1N (32,735 datapoints from 1568 cells, CJW7457), multi-N (14,006 datapoints from 916 cells, CJW7576), and dnaC2 1N (13,933 …
(A) Plot showing the absolute and (B) relative growth rate of 1N (DnaA depletion, strain CJW4823, 87 cells) and multi-N (FtsZ depletion, strain CJW3673, 181 cells) C. crescentus cells as a function …
(A) RpsB-msfGFP fluorescence concentration in 1N (6542 cells, CJW7478) and multi-N (10,537 cells, CJW7564) cells as a function of cell area. Lines and shaded areas denote mean ± SD from three …
Plot showing the probability density of apparent diffusion coefficients (Da) of JF549-labeled RpsB-HaloTag in WT cells (CJW7528) treated with 200 µg/mL rifampicin for 30 min. Only tracks of length …
Plots showing the probability density of apparent diffusion coefficients (Da) of JF549-labeled RpsB-HaloTag in 1N cells (CJW7529) in M9glyCAAT at different cell areas. Also shown is Da fitted by …
(A) RpoC-YFP fluorescence concentration in 1N (3580 cells, CJW7477) and multi-N (5554 cells, CJW7563) cells as a function of cell area. Lines and shaded areas denote mean ± SD from three …
Plot showing the probability density of apparent diffusion coefficients (Da) of JF549-labeled RpoC-HaloTag in CJW7519 cells treated with 200 µg/mL rifampicin for 30 min. Also shown is Da fitted by …
Plots showing the relative protein concentration of Rsd in 1N-rich (SJ_XTL676) and multi-N (SJ_XTL229) cells, as determined by tandem-mass-tag (TMT)-mass spectrometry (MS). 1N-rich cells grown in …
(A) Images of representative cells from a mixed population of 1N (CRISPR interference [CRISPRi] oriC) and multi-N (CRISPRi ftsZ) cells. Strains CJW7457 and CJW7576 carrying HU-mCherry were used for …
(A) Cell area distributions from mixed CJW7457 (CRISPR interference [CRISPRi] oriC) and CJW7576 (CRISPRi ftsZ) populations stained with SYTO RNASelect (aggregated data from five biological …
(A) Phase contrast (left) and RpoC-HaloTag-JF549 fluorescence (right) images of two representative cells from a mixed population of 1N (CRISPR interference [CRISPRi] oriC, CJW7520) and multi-N …
The time of dCas9 induction was adjusted to obtain comparable cell area distribution between 1N and multi-N cells (see Materials and methods). The cell areas were then sampled to achieve a perfect …
(A–C) Plots comparing simulation results of model A (solid lines) with experimental data points (dots) and averages (open squares) in the M9glyCAAT condition. The multi-N and 1N cells are indicated …
(A–C) Plots comparing simulation results of model B (solid lines) with experimental data (dots) and averages (open squares). The multi-N and 1N cells are indicated as blue and yellow, respectively: …
(A) Plot showing the decay of DNA concentration (black) and of the relative growth rate (blue) in 1N cells when the rate of bulk mRNA synthesis () increases or decreases by 10-fold. Each quantity …
(A) Plot showing the total amount of active RNAPs (calculated by multiplying the total amount of RNAPs by the fraction of active RNAPs from Figure 6—figure supplement 1A and G) in wild-type (WT) …
(A) Plot showing the RpoC-YFP fluorescence concentration in 1N (CJW7477) cells grown in M9gly (three experiments) as a function of cell area. Lines and shaded areas denote mean ± SD between …
(A) Plot showing the RpsB-msfGFP fluorescence concentration in 1N (CJW7478) cells grown in M9gly (from three experiments) as a function of cell area. Lines and shaded areas denote mean ± SD between …
(A) Schematic explaining the calculation of the protein slopes, which describes the scaling of the relative protein concentration (concentration of a given protein relative to the proteome) with …
(A) Correlation of protein slopes across the proteome (2360 proteins) between two biological replicates for 1N cells. (B) Same as (A) but for multi-N cells. (C) Correlation of RNA slopes across the …
(A) Comparison between the concentrations of 3446 RNAs present in both our dataset and that of Balakrishnan et al., 2022. The first time point (60 min) after CRISPR interference (CRISPRi) induction …
(A) Relationship between the absolute distance of a gene from oriC and the slope of the protein it encodes. Data from 2268 proteins are shown (colormap: Gaussian kernel density estimation), as well …
The summed ion intensity of each protein was divided by the protein sequence length and the quotient was log-transformed. The locations of selected proteins are annotated.
(A) DNA replication pattern for different medium conditions. (B) Extraction of the genome content, cell volume, and genome concentration along the division cycle. (C) Genome copy, cell volume, and …
The parameters of the ODE models were calculated using the fitted formulae. The obtained values are summarized in Supplementary file 9.
The two-dimensional colormaps show the values of active RNAP fraction (αRNAP) under different promoter and RNAP concentrations. (A) Using the formula of model A with M9glyCAAT parameters. (B) Using …
(A) Parameters used in model A. (B) Parameters used in model B.
The mRNA production rate equivalent (mRNA abundance at the first time point after CRISPRi oriC induction multiplied by the mRNA degradation rate measured by Balakrishnan et al., 2022, PMID: …
Gene-specific protein slopes calculated from the tandem-mass-tag mass spectrometry measurements in growing 1N-rich or mutli-N cell populations.
Description of the model parameters.
Initial and optimized model parameters.
Gene-specific RNA slopes calculated using RNA sequencing in growing 1N-rich cell populations.
The RNA slopes are also compared with the average protein slopes.
Comparison between transcriptome and proteome remodeling statistics (RNA and protein slopes, respectively) with previously published gene expression statistics (Balakrishnan et al., 2022), or gene essentiality data (Gerdes et al., 2003; Goodall et al., 2018; Hashimoto et al., 2005).
Strains used in this study.
The abbreviations kan, cat, and spec refer to gene cassette insertions conferring resistance to kanamycin, chloramphenicol, and spectinomycin, respectively. These insertions are flanked by Flp site-specific recombination sites (frt) that allow the removal of the insertion using Flp recombinase from plasmid pCP20 (Cherepanov and Wackernagel, 1995).
Oligonucleotides used in this study.
Sizes, DNA concentrations, and growth rates of cells in different growth media.
mRNA and protein numbers per cells and bulk rates of transcription and translation.
This table describes how kinetic constants were estimated from the literature. Parameters , , were used in ordinary differential equation (ODE) simulations. We assumed exponential growth and used the relation , where is the biomass of a newborn cell and is the average cellular biomass in the population (Koch and Schaechter, 1962). The bulk transcription rate was defined as , and the bulk translation rate was defined as . Values were estimated from a previous study (Bremer and Dennis, 2008). For our estimations, we assumed that the average protein length is 310 amino acids and that the average mRNA length is about 1 kb (Ishihama et al., 2008).
DNA and mRNA affinity constants (, ).
The active fraction of RNA polymerases (RNAPs) and ribosomes, and , are given by the formulae and , where [] and [] are the DNA concentration and the mRNA concentration in the cells, respectively.
To infer the parameters , , we used the values of , , [], and of wild-type cells determined in our study and back-calculated the values of , .
Estimation of the mRNA degradation rate.
The mRNA degradation data were obtained from an experimental study (Balakrishnan et al., 2022).
Comparison between the model formulation with constant RNA polymerase (RNAP) concentration (model A) and the more complex model with increasing RNAP concentration (model B).