Team:Grenoble-EMSE-LSU/Project/Biology

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                <p>KillerRed is a 240 amino acid protein with a 3D structure similar to other fluorescent proteins, with an eleven-strand beta-barrel surrounding an alpha-helix containing the chromophore, source of the protein's fluorescence and photoxicity.<br>
                <p>KillerRed is a 240 amino acid protein with a 3D structure similar to other fluorescent proteins, with an eleven-strand beta-barrel surrounding an alpha-helix containing the chromophore, source of the protein's fluorescence and photoxicity.<br>
                KillerRed has a DsRed-type chromophore formed with residues 67Q (glutamine), 68Y (tyrosine), and 69G (glycine), to make QYG. The corresponding coding sequence can be found in the DNA coding sequence CAGTACGGC.<br><br>
                KillerRed has a DsRed-type chromophore formed with residues 67Q (glutamine), 68Y (tyrosine), and 69G (glycine), to make QYG. The corresponding coding sequence can be found in the DNA coding sequence CAGTACGGC.<br><br>
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                The interesting properties of the protein are directly related to a unique structural difference among fluorescent proteins, consisting in an open channel linking the chromophore to the environment outside the protein. According to litterature, this is the reason KillerRed is able to produce 1000-fold more reactive oxygen species compared to EGFP which is another ROS-producing fluorescent protein <a href="#ref_bio_1">[3]</a>.</p>
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                The interesting properties of the protein are directly related to a unique structural difference among fluorescent proteins, consisting in an open channel linking the chromophore to the environment outside the protein. According to litterature, this is the reason KillerRed is able to produce 1000-fold more reactive oxygen species compared to EGFP which is another ROS-producing fluorescent protein <a href="#ref_bio_1">[2]</a>.</p>
                <h3>Origin</h3>
                <h3>Origin</h3>
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<p>Our first goal was to determine whether or not KillerRed-expressing bacterial cells could be killed under illumination with white light, at constant intensity.<br><br></p>
<p>Our first goal was to determine whether or not KillerRed-expressing bacterial cells could be killed under illumination with white light, at constant intensity.<br><br></p>
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                                         <p>Our proof of concept experiment was performed using our experimental protocol. Cells from the ON pre culture were re suspended in two different Erlenmeyer flasks, filled with 25 mL M9 medium, supplemented with 200 µg/µL ampicillin, 50 µg/µL kanamycin and 0.05 mM IPTG. The two cell samples were further incubated at 37°C, 200 rpm, while monitoring OD610 and fluorescence at 610 nm. One cell sample was illuminated at maximal intensity (P = 0.03 µW/cm<sup>2</sup>) from time point 180 min until the end of the kinetic experiment (740 min) whereas the second one was kept in the dark. Cells were plated on agar plates at each time point, using serial dilutions. Results are shown in Fig. AAA.<br><br></p>
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                                         <p>Our proof of concept experiment was performed using our experimental protocol. Cells from the ON pre culture were re suspended in two different Erlenmeyer flasks, filled with 25 mL M9 medium, supplemented with 200 µg/µL ampicillin, 50 µg/µL kanamycin and 0.05 mM IPTG. The two cell samples were further incubated at 37°C, 200 rpm, while monitoring OD610 and fluorescence at 610 nm. One cell sample was illuminated at maximal intensity (P = 0.03 µW/cm<sup>2</sup>) from time point 180 min until the end of the kinetic experiment (740 min) whereas the second one was kept in the dark. Cells were plated on agar plates at each time point, using serial dilutions. Results are shown in Fig. 7.<br><br></p>
                                         <p align="center"><img src="https://static.igem.org/mediawiki/2013/0/08/Grenoble_KR_proof_of_concept.png" alt="" width="750px"></p>
                                         <p align="center"><img src="https://static.igem.org/mediawiki/2013/0/08/Grenoble_KR_proof_of_concept.png" alt="" width="750px"></p>
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                                         <p id="legend">Figure AAA.<br>Results of OD610 <em>(A)</em>, fluorescence at 540/630 nm <em>(B)</em> and number of cells per µL as a function of time for both the dark (blue) and illuminated (red) samples.<br><br></p>
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                                         <p id="legend">Figure 7.<br>Results of OD610 <em>(A)</em>, fluorescence at 540/630 nm <em>(B)</em> and number of cells per µL <em>C</em> as a function of time for both the dark (blue) and illuminated (red) samples.<br>Cell plating was performed every 60-80 min during the kinetic experiment, using serial dilutions. Each agar plate was incubated 12-13 h at 37°C prior to count colonies. Only the plates displaying between 30 and 300 visible colonies were considered for cell counting.<br><br></p>
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                                       <p>Fig. XXX. Results of OD610 (A), fluorescence at 540/630 nm (B) and number of cells per µL (C) as a function of time for both the dark (blue) and illuminated (red) samples. Cell plating was performed every 60-80 min during the kinetic experiment, using serial dilutions. Each agar plate was incubated 12-13 h at 37°C prior to count colonies. Only the plates displaying between 30 and 300 visible colonies were considered for cell counting.<br><br></p>
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                                       <p>Results show that the amount of living cells of the illuminated sample decreases significantly in response to constant light illumination (Fig 7.C). However, cells are killed significantly slower than in the experiments performed by Bulina et al., where 96% of the E. coli bacterial cell population was shown to be killed after 10 min of irradiation [XXXX]. This could be due to the important difference between the light doses applied to the culture from one experiment to the other (0.03 µW/cm2 in our case, against 1 W/cm2 for Bulina et. al). <br><br></p>
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                                      <p>Results show that the amount of living cells of the illuminated sample decreases significantly in response to constant light illumination (Fig. AAAA. C). However, cells are killed significantly slower than in the experiments performed by Bulina et al., where 96% of the E. coli bacterial cell population was shown to be killed after 10 min of irradiation [XXXX]. This could be due to the important difference between the light doses applied to the culture from one experiment to the other (0.03 µW/cm2 in our case, against 1 W/cm2 for Bulina et. al). <br><br></p>
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                                       <p>In our case, the number of living cells only starts decreasing at time point 300 min, that is to say 120 min after the light source is switched on (Fig 7.C). One hypothesis is that bacterial cells viability is only affected after a sufficient accumulation of ROS-induced intracellular damages. This idea is confirmed by the fact that OD610 and fluorescence of the illuminated sample are still increasing between 180 and 300 min (Fig 7.A and B), meaning that illuminated cells are still able to divide and produce the KillerRed protein. However, a decrease in the growth rate of the illuminated bacteria occurs at time point 180 min, which proves that ROS start being produced and react with intracellular compartments from the really beginning of illumination. Fluorescence also tends to stabilize from 180 to 300 min, due to degradation of the KillerRed chromophore by light, known as photobleaching.  This phenomenon progressively counterbalances the increase in fluorescence resulting from the production and maturation of KillerRed proteins between 180 and 300 min. From time point 300 min occurs a decrease in fluorescence, combined to progressive stabilization of OD610: cells are progressively killed and are not able to divide or produce KillerRed anymore. <br><br></p>
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                                       <p>In our case, the number of living cells only starts decreasing at time point 300 min, that is to say 120 min after the light source is switched on (Fig. AAA. C). One hypothesis is that bacterial cells viability is only affected after a sufficient accumulation of ROS-induced intracellular damages. This idea is confirmed by the fact that OD610 and fluorescence of the illuminated sample are still increasing between 180 and 300 min (Fig AAA A and B.), meaning that illuminated cells are still able to divide and produce the KillerRed protein. However, a decrease in the growth rate of the illuminated bacteria occurs at time point 180 min, which proves that ROS start being produced and react with intracellular compartments from the really beginning of illumination. Fluorescence also tends to stabilize from 180 to 300 min, due to degradation of the KillerRed chromophore by light, known as photobleaching.  This phenomenon progressively counterbalances the increase in fluorescence resulting from the production and maturation of KillerRed proteins between 180 and 300 min. From time point 300 min occurs a decrease in fluorescence, combined to progressive stabilization of OD610: cells are progressively killed and are not able to divide or produce KillerRed anymore. <br><br></p>
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                                       <p>These results clearly show that KillerRed-expressing cells are killed in response to illumination at constant intensity. We also demonstrated that information on cell viability could be obtained from the study of the changes in both OD610 and fluorescence intensity.<br><br></p>
                                       <p>These results clearly show that KillerRed-expressing cells are killed in response to illumination at constant intensity. We also demonstrated that information on cell viability could be obtained from the study of the changes in both OD610 and fluorescence intensity.<br><br></p>
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<p align="center"><img src="https://static.igem.org/mediawiki/2013/a/a9/Grenoble_mCherry_vs_KR.png" alt="mCherry vs KillerRed" width="750px"></p>
<p align="center"><img src="https://static.igem.org/mediawiki/2013/a/a9/Grenoble_mCherry_vs_KR.png" alt="mCherry vs KillerRed" width="750px"></p>
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<p id="legend">Figure 7.<br>OD610 <em>(A)</em> and fluorescence <em>(B)</em> as a function of time of mCherry and KillerRed expressing M15 bacteria. Constant light illumination at maximum intensity was applied from 180 min to 535 min. Temperature was measured in each Erlenmeyer during illumination and was shown to stay constant and equal to 37°C. The error bars represent the standard errors of 2 independent measurements.<br><br></p>
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<p id="legend">Figure 8.<br>OD610 <em>(A)</em> and fluorescence <em>(B)</em> as a function of time of mCherry and KillerRed expressing M15 bacteria. Constant light illumination at maximum intensity was applied from 180 min to 535 min. Temperature was measured in each Erlenmeyer during illumination and was shown to stay constant and equal to 37°C. The error bars represent the standard errors of 2 independent measurements.<br><br></p>
<p>Both cell strains display similar growth dynamics in the dark, with growth rates of 1.39h<sup>-1</sup> and 0.57 h<sup>-1</sup> in early (0-120 min) and late (120-180 min) exponential phase, respectively. At t = 255 min occurs a strong decrease in the growth rate of KillerRed-expressing cells as compared to mCherry-expressing cells. This phenomenon, described in the previous section, is due to the killing of bacteria in response to light stimulations. Since the viability of mCherry-expressing cells is not affected, we conclude that KillerRed is responsible for the decrease in the number of living bacteria when illuminating the sample with white light. Cell death is coupled to a decrease in the amount of fluorescing KillerRed proteins. This phenomenon, known as photobleaching, was shown to be a good indicator of the amount of ROS produced by KillerRed upon light illumination <a href="#ref_bio_1">[7]</a>. Free radicals such as H<sub>2</sub>O<sub>2</sub> are highly reactive, and cause damage to endogenous proteins and DNA, ultimately leading to cell death. <em>E. coli</em> defense mechanisms against oxidative stress, including the superoxide dismutase and catalase enzymes <a href="#ref_bio_1">[8]</a>, seem insufficient in preventing significant and irreversible ROS-mediated damages inside bacteria.</p>
<p>Both cell strains display similar growth dynamics in the dark, with growth rates of 1.39h<sup>-1</sup> and 0.57 h<sup>-1</sup> in early (0-120 min) and late (120-180 min) exponential phase, respectively. At t = 255 min occurs a strong decrease in the growth rate of KillerRed-expressing cells as compared to mCherry-expressing cells. This phenomenon, described in the previous section, is due to the killing of bacteria in response to light stimulations. Since the viability of mCherry-expressing cells is not affected, we conclude that KillerRed is responsible for the decrease in the number of living bacteria when illuminating the sample with white light. Cell death is coupled to a decrease in the amount of fluorescing KillerRed proteins. This phenomenon, known as photobleaching, was shown to be a good indicator of the amount of ROS produced by KillerRed upon light illumination <a href="#ref_bio_1">[7]</a>. Free radicals such as H<sub>2</sub>O<sub>2</sub> are highly reactive, and cause damage to endogenous proteins and DNA, ultimately leading to cell death. <em>E. coli</em> defense mechanisms against oxidative stress, including the superoxide dismutase and catalase enzymes <a href="#ref_bio_1">[8]</a>, seem insufficient in preventing significant and irreversible ROS-mediated damages inside bacteria.</p>
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<h4>Results</h4>
<h4>Results</h4>
<p align="center"><img src="https://static.igem.org/mediawiki/2013/2/26/Grenoble_recovery_graph.png" alt="results" width="750px"></p>
<p align="center"><img src="https://static.igem.org/mediawiki/2013/2/26/Grenoble_recovery_graph.png" alt="results" width="750px"></p>
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<p id="legend">Figure 8.<br>OD610 <em>(A)</em> and Fluorescence <em>(B)</em> responses of a culture exposed to a 120 min constant light illumination (P = 0.03 µW/cm2). The illuminated sample is represented in red, the dark sample in blue. Error bars represent the standard errors of duplicates.<br><br></p>
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<p id="legend">Figure 9.<br>OD610 <em>(A)</em> and Fluorescence <em>(B)</em> responses of a culture exposed to a 120 min constant light illumination (P = 0.03 µW/cm2). The illuminated sample is represented in red, the dark sample in blue. Error bars represent the standard errors of duplicates.<br><br></p>
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<p>As mentioned before, photobleaching of KillerRed is a good indicator of the cytotoxicity induced by this protein upon light stimulation. This phenomenon occurs right after the beginning of the illumination (t = 210 min), the moment at which ROS start being produced and accumulate inside bacteria (Fig 8.B). Fluorescence of the illuminated cell sample still increases during illumination, probably because KillerRed is still being produced by <em>E. coli</em>. There is thus a progressive accumulation of intracellular damages caused by oxidative stress during light illumination. A duration of 120 min of illumination seems long enough for the cell population to accumulate sufficient ROS damage. Indeed, at this illumination threshold, a significant decrease in the amount of living cells is measurable, ultimately leading to the stabilization of the OD610 between 365 and 510 min (Fig 8.A). The cells that have survived the light-induced oxidative stress divide again after time point 510 min.<br><br>
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<p>As mentioned before, photobleaching of KillerRed is a good indicator of the cytotoxicity induced by this protein upon light stimulation. This phenomenon occurs right after the beginning of the illumination (t = 210 min), the moment at which ROS start being produced and accumulate inside bacteria (Fig 9.B). Fluorescence of the illuminated cell sample still increases during illumination, probably because KillerRed is still being produced by <em>E. coli</em>. There is thus a progressive accumulation of intracellular damages caused by oxidative stress during light illumination. A duration of 120 min of illumination seems long enough for the cell population to accumulate sufficient ROS damage. Indeed, at this illumination threshold, a significant decrease in the amount of living cells is measurable, ultimately leading to the stabilization of the OD610 between 365 and 510 min (Fig 9.A). The cells that have survived the light-induced oxidative stress divide again after time point 510 min.<br><br>
Thus, it seems possible for an illuminated culture to recover a growth phase with comparable dynamics as for the culture that was kept in the dark (Fig 8.A).
Thus, it seems possible for an illuminated culture to recover a growth phase with comparable dynamics as for the culture that was kept in the dark (Fig 8.A).
<h3>Influence of Light Intensity</h3>
<h3>Influence of Light Intensity</h3>
<p>We demonstrated that illumination of a culture of KillerRed-expressing bacteria at maximal intensity (corresponding power density : P = 0.03 µW/cm<sup>2</sup>) could trigger an important decrease in the number of viable cells. How about being able to stabilize the number of living bacteria around a steady value? We thus decided to see whether or not we could change the rate at which cells were killed, by modulating the intensity of the illumination.<br><br>
<p>We demonstrated that illumination of a culture of KillerRed-expressing bacteria at maximal intensity (corresponding power density : P = 0.03 µW/cm<sup>2</sup>) could trigger an important decrease in the number of viable cells. How about being able to stabilize the number of living bacteria around a steady value? We thus decided to see whether or not we could change the rate at which cells were killed, by modulating the intensity of the illumination.<br><br>
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                                         In these experiments we simply put an additional light source inside the incubator in order to illuminate two cultures at once, at 100% and 50% light intensity respectively. The light sources were switched on 195 minutes after inoculation, until the end of the kinetic experiment (600 min). Another sample of KillerRed-expressing M15 bacteria was kept in the dark, as a negative control. Results of OD610 and fluorescence measurements are shown in Fig 9.<br><br></p>
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                                         In these experiments we simply put an additional light source inside the incubator in order to illuminate two cultures at once, at 100% and 50% light intensity respectively. The light sources were switched on 195 minutes after inoculation, until the end of the kinetic experiment (600 min). Another sample of KillerRed-expressing M15 bacteria was kept in the dark, as a negative control. Results of OD610 and fluorescence measurements are shown in Fig 10.<br><br></p>
                                         <p align="center"><img src="https://static.igem.org/mediawiki/2013/9/9d/Grenoble_Intensity_Graph_%282%29.png" alt="" width="750px"></p>
                                         <p align="center"><img src="https://static.igem.org/mediawiki/2013/9/9d/Grenoble_Intensity_Graph_%282%29.png" alt="" width="750px"></p>
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                                         <p id="legend">Figure 9.<br>OD610 <em>(A)</em> and fluorescence (630 nm) <em>(B)</em> as a function of time for 3 different bacterial cell samples, under different light conditions. The sample kept in the dark is represented in blue, the ones illuminated at 50 and 100% of the maximal intensity (Imax) in red and green, respectively. The light sources were switched on 195 min after inoculation, until the end of the experiment. Illuminated samples displayed similar fluorescence/OD610 ratios at time point 240 min (4945+/-49 RFU and 4465+/-182 RFU for 0.5*Imax and Imax, respectively). Error bars represent standard errors of duplicates.<br><br></p>
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                                         <p id="legend">Figure 10.<br>OD610 <em>(A)</em> and fluorescence (630 nm) <em>(B)</em> as a function of time for 3 different bacterial cell samples, under different light conditions. The sample kept in the dark is represented in blue, the ones illuminated at 50 and 100% of the maximal intensity (Imax) in red and green, respectively. The light sources were switched on 195 min after inoculation, until the end of the experiment. Illuminated samples displayed similar fluorescence/OD610 ratios at time point 240 min (4945+/-49 RFU and 4465+/-182 RFU for 0.5*Imax and Imax, respectively). Error bars represent standard errors of duplicates.<br><br></p>
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                                         <p>Optical density values of the 3 bacterial cell samples start differing 105 min after the light sources are switched on. ROS-mediated intracellular damages start accumulating inside the bacteria after t = 195 min, leading to a significant change in the number of living cells after t = 300 min (Fig 9.A). For all cultures, OD610 increases after time point 300 min, but at different rates that depend on the intensity of illumination.<br><br>
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                                         <p>Optical density values of the 3 bacterial cell samples start differing 105 min after the light sources are switched on. ROS-mediated intracellular damages start accumulating inside the bacteria after t = 195 min, leading to a significant change in the number of living cells after t = 300 min (Fig 10.A). For all cultures, OD610 increases after time point 300 min, but at different rates that depend on the intensity of illumination.<br><br>
                                         According to our expectations, the sample in which the biomass increases the most is the one that was kept in the dark, the condition in which no ROS is produced by KillerRed.<br>
                                         According to our expectations, the sample in which the biomass increases the most is the one that was kept in the dark, the condition in which no ROS is produced by KillerRed.<br>
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                                         When illuminating the culture at half of the maximal intensity value, OD610 increases more slowly. At this light level, ROS production is likely to induce the killing of some of the bacteria of the population, and to slow down the division of the remaining viable cells. This hypothesis is confirmed by the fact that fluorescence never stops increasing during illumination (Fig 9.B), meaning that some of the cells are still alive and able to produce the KillerRed protein.<br>
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                                         When illuminating the culture at half of the maximal intensity value, OD610 increases more slowly. At this light level, ROS production is likely to induce the killing of some of the bacteria of the population, and to slow down the division of the remaining viable cells. This hypothesis is confirmed by the fact that fluorescence never stops increasing during illumination (Fig 10.B), meaning that some of the cells are still alive and able to produce the KillerRed protein.<br>
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                                         At maximal intensity, the increase of the biomass is slowest and tends to stabilize after time point 540 min. In that situation, most of the cells are being killed. Since OD610 represents both living and dead cells and dead cells are not able to divide, a plateau is progressively reached. At time point 420 min, the fluorescence curve tends to flatten (Fig 9.B), a phenomenon that reinforces the hypothesis of the killing of a higher number of cells at maximal intensity than at lower light doses. Since the number of living bacteria decreases, less KillerRed is produced, and the rate at which fluorescence increases begins to be limited due to photobleaching.<br><br>
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                                         At maximal intensity, the increase of the biomass is slowest and tends to stabilize after time point 540 min. In that situation, most of the cells are being killed. Since OD610 represents both living and dead cells and dead cells are not able to divide, a plateau is progressively reached. At time point 420 min, the fluorescence curve tends to flatten (Fig 10.B), a phenomenon that reinforces the hypothesis of the killing of a higher number of cells at maximal intensity than at lower light doses. Since the number of living bacteria decreases, less KillerRed is produced, and the rate at which fluorescence increases begins to be limited due to photobleaching.<br><br>
                                         We conclude that KillerRed-mediated phototoxic effects are light intensity-dependent. However, one question remained: could we find an optimal light intensity value, allowing the stabilization of the amount of living bacteria in a shaken culture?<br>
                                         We conclude that KillerRed-mediated phototoxic effects are light intensity-dependent. However, one question remained: could we find an optimal light intensity value, allowing the stabilization of the amount of living bacteria in a shaken culture?<br>
                                         That’s where our modeling comes in: we built a predictive mathematical model to determine the light dose to apply in order to stabilize the number of viable cells.</p>
                                         That’s where our modeling comes in: we built a predictive mathematical model to determine the light dose to apply in order to stabilize the number of viable cells.</p>

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