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| <p class="subapart1">Overview</p> | | <p class="subapart1">Overview</p> |
| </a> | | </a> |
− | <ul style="background-color: #c6d1e5; border-radius: 15px; padding: 1.8rem; max-width: 100%"> | + | <ul style="background-color: #c6d1e5; border-radius: 15px; padding: 1.8rem; width: 70vw;"> |
| <li style="padding: 0.3rem">When fadL and fadD are overexpressed LCFA uptake increases resulting in | | <li style="padding: 0.3rem">When fadL and fadD are overexpressed LCFA uptake increases resulting in |
| a higher | | a higher |
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| <p>Different levels of fad genes expression were achieved through the use of different strains. Genetic constructs consisting of either FadD or FadL downstream of the tetR repressible promoter were transformed in Top10 (DH5-alpha) and Zn1 <i>E. coli</i> strains . Top 10 constitutively synthesizes tetR, which results in a continuous expression of our construct. Zn1 does not express tetR, thus meaning that our genetic constructs will not be induced in this strain. This induction can be modulated by adding anhydrotetracycline (ATc) in the medium. We created a cell library expressing the fadD and fadL proteins: </p> | | <p>Different levels of fad genes expression were achieved through the use of different strains. Genetic constructs consisting of either FadD or FadL downstream of the tetR repressible promoter were transformed in Top10 (DH5-alpha) and Zn1 <i>E. coli</i> strains . Top 10 constitutively synthesizes tetR, which results in a continuous expression of our construct. Zn1 does not express tetR, thus meaning that our genetic constructs will not be induced in this strain. This induction can be modulated by adding anhydrotetracycline (ATc) in the medium. We created a cell library expressing the fadD and fadL proteins: </p> |
| <center> | | <center> |
− | <table class="fluid-table" style="max-width: 100%;"> | + | <table class="fluid-table" style="width: 70vw;;"> |
| <thead> | | <thead> |
| <tr> | | <tr> |
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| </p> | | </p> |
| <p>We analyzed the behavior of the constitutive and inducible FadD cell lines with M9 minimal media supplemented with either PA or OA. Constitutive reporter cell line was used as a control. OD measurements were performed at OD 600 nm as an indicative for cell growth for 72 hours.</p> | | <p>We analyzed the behavior of the constitutive and inducible FadD cell lines with M9 minimal media supplemented with either PA or OA. Constitutive reporter cell line was used as a control. OD measurements were performed at OD 600 nm as an indicative for cell growth for 72 hours.</p> |
− | <p>Our results show that, when fadD is overexpressed, bacterial growth increases both in 0,4 mM PA (Fig 1A) and 2 mM PA (Fig 1B) in relation to control. Moreover, non-induced FadD cells show a lower increase of bacterial growth, compared to the control. On the other hand, when tested with OA medium (Fig 1C and Fig 1D), the difference in growth is higher than in PA medium. </p> | + | <p>Our results show that, when fadD is overexpressed, bacterial growth increases both in 0.4 mM PA (Fig 1A) and 2 mM PA (Fig 1B) in relation to control. Moreover, non-induced FadD cells show a lower increase of bacterial growth, compared to the control. On the other hand, when tested with OA medium (Fig 1C and Fig 1D), the difference in growth is higher than in PA medium. </p> |
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| + | <p style="text-align: center; margin: auto; display: block; font-size: 1.2rem">FadD Overexpression in Minimal Medium</p> |
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− | <p class="fig-caption"><b>Figure 1 | Growth assay comparing induced and non-induced fadD in minimal medium enriched with different concentrations of Oleic Acid (OA) and Palmitic Acid (PA).</b> Figure A shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadD in 0,4mM PA concentration. Figure B shows OD600nm over time for induced (top10 strain) and non-induced (Zn1 strain) fadD in 2mM PA concentration. Figure C shows OD600nm over time for induced (top10 strain) and non-induced (Zn1 strain) fadD in 0,4mM OA concentration. Figure D shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadD in 2mM OA concentration. Error bars represent the Standard Deviation of the Mean (SEM).</p> | + | <p class="fig-caption"><b>Figure 1 | Growth assay comparing induced and non-induced fadD in minimal medium enriched with different concentrations of Oleic Acid (OA) and Palmitic Acid (PA).</b> Figure A shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadD in 0.4mM PA concentration. Figure B shows OD600nm over time for induced (top10 strain) and non-induced (Zn1 strain) fadD in 2mM PA concentration. Figure C shows OD600nm over time for induced (top10 strain) and non-induced (Zn1 strain) fadD in 0.4mM OA concentration. Figure D shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadD in 2mM OA concentration. Error bars represent the Standard Deviation of the Mean (SEM).</p> |
| <p>Moreover, growth in enriched media (LB) was studied. Expression for induced FadD cell line was tuned with ATc. Tuneable FadD overexpression levels entailed a big metabolic burden (Fig. 2). Our results show that when ATc induction increases, growth rate diminishes. This way, our results suggest that even when PA is also available in the media, our system will prefer other carbon sources. However, when LCFA is the only available carbon source, the overexpression of fad genes gives a metabolic advantage reflected in enhanced growth (Fig. 1). | | <p>Moreover, growth in enriched media (LB) was studied. Expression for induced FadD cell line was tuned with ATc. Tuneable FadD overexpression levels entailed a big metabolic burden (Fig. 2). Our results show that when ATc induction increases, growth rate diminishes. This way, our results suggest that even when PA is also available in the media, our system will prefer other carbon sources. However, when LCFA is the only available carbon source, the overexpression of fad genes gives a metabolic advantage reflected in enhanced growth (Fig. 1). |
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| <script> | | <script> |
| grafic_fadD = document.getElementById('fadD_GA'); | | grafic_fadD = document.getElementById('fadD_GA'); |
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|
| var fD_0 = [0.129900000989437,0.134900003671646,0.151399999856949,0.178649999201298,0.213100001215934,0.258099988102913,0.294299989938736,0.323550000786781,0.354100003838539,0.386700004339218,0.414749994874001,0.441799998283387,0.463599994778633,0.486650004982949,0.503100007772446,0.532399982213974,0.545149981975555,0.557800024747849,0.568700015544892,0.581750005483628,0.597950011491776,0.605099976062775,0.622649997472763,0.631249994039536,0.637650012969971,0.646649986505508,0.653650015592575,0.663149982690812,0.670850008726120,0.681499987840653,0.691150009632111,0.698700010776520,0.708100020885468,0.716850012540818,0.719349980354309,0.720950007438659,0.736949980258942,0.733049988746643,0.741950005292893,0.736499994993210,0.740750014781952,0.743699997663498,0.742400020360947,0.747199982404709,0.760450005531312,0.762250006198883,0.771800011396408,0.769100010395050,0.767350018024445,0.759099990129471,0.747649997472764,0.745350003242493,0.746650010347367,0.736750006675720,0.738949984312058]; | | var fD_0 = [0.129900000989437,0.134900003671646,0.151399999856949,0.178649999201298,0.213100001215934,0.258099988102913,0.294299989938736,0.323550000786781,0.354100003838539,0.386700004339218,0.414749994874001,0.441799998283387,0.463599994778633,0.486650004982949,0.503100007772446,0.532399982213974,0.545149981975555,0.557800024747849,0.568700015544892,0.581750005483628,0.597950011491776,0.605099976062775,0.622649997472763,0.631249994039536,0.637650012969971,0.646649986505508,0.653650015592575,0.663149982690812,0.670850008726120,0.681499987840653,0.691150009632111,0.698700010776520,0.708100020885468,0.716850012540818,0.719349980354309,0.720950007438659,0.736949980258942,0.733049988746643,0.741950005292893,0.736499994993210,0.740750014781952,0.743699997663498,0.742400020360947,0.747199982404709,0.760450005531312,0.762250006198883,0.771800011396408,0.769100010395050,0.767350018024445,0.759099990129471,0.747649997472764,0.745350003242493,0.746650010347367,0.736750006675720,0.738949984312058]; |
| var fD_60 = [0.128949999809265,0.135850004851818,0.154349997639656,0.179150000214577,0.195000000298024,0.203199997544289,0.221999995410443,0.247899994254112,0.262699998915196,0.271299995481968,0.283350005745888,0.297549992799759,0.321649998426438,0.313050001859665,0.332399994134903,0.349350005388260,0.360549986362458,0.372749999165535,0.376499995589256,0.380150005221367,0.383849993348122,0.387649998068810,0.390049993991852,0.394600003957749,0.398149996995926,0.405799999833107,0.405750006437302,0.408099994063377,0.409999996423722,0.414400011301041,0.426249995827675,0.431700006127358,0.428149998188019,0.443300008773804,0.459200009703636,0.474300011992455,0.486649990081787,0.501249998807908,0.513799995183945,0.528599977493286,0.543599992990494,0.556999981403351,0.570450007915497,0.581799983978272,0.593050003051758,0.607100009918213,0.620750010013580,0.631099998950959,0.636099994182587,0.645950019359589,0.652999997138977,0.661350011825562,0.669500023126602,0.672149986028672,0.680900007486344]; | | var fD_60 = [0.128949999809265,0.135850004851818,0.154349997639656,0.179150000214577,0.195000000298024,0.203199997544289,0.221999995410443,0.247899994254112,0.262699998915196,0.271299995481968,0.283350005745888,0.297549992799759,0.321649998426438,0.313050001859665,0.332399994134903,0.349350005388260,0.360549986362458,0.372749999165535,0.376499995589256,0.380150005221367,0.383849993348122,0.387649998068810,0.390049993991852,0.394600003957749,0.398149996995926,0.405799999833107,0.405750006437302,0.408099994063377,0.409999996423722,0.414400011301041,0.426249995827675,0.431700006127358,0.428149998188019,0.443300008773804,0.459200009703636,0.474300011992455,0.486649990081787,0.501249998807908,0.513799995183945,0.528599977493286,0.543599992990494,0.556999981403351,0.570450007915497,0.581799983978272,0.593050003051758,0.607100009918213,0.620750010013580,0.631099998950959,0.636099994182587,0.645950019359589,0.652999997138977,0.661350011825562,0.669500023126602,0.672149986028672,0.680900007486344]; |
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| <p class="fig-caption"><b>Figure 2 | Growth assay comparing induced and not induced fadD in enriched medium (LB). | | <p class="fig-caption"><b>Figure 2 | Growth assay comparing induced and not induced fadD in enriched medium (LB). |
| </b> | | </b> |
− | Top 10 cells (DH5-alpha) were grown for 16 hours in enriched medium with a PA concentration of 0,4mM. In order to induce fadD expression a concentration of 60ng/ml of ATc was added. Error bars represent the Standard Deviation of the Mean (SEM). | + | Top 10 cells (DH5-alpha) were grown for 16 hours in enriched medium with a PA concentration of 0.4mM. In order to induce fadD expression a concentration of 60ng/ml of ATc was added. Error bars represent the Standard Deviation of the Mean (SEM). |
| </p> | | </p> |
| <p class="subapart2"> FadL overexpression increases growth when either PA or OA are used as the only carbon | | <p class="subapart2"> FadL overexpression increases growth when either PA or OA are used as the only carbon |
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| </p> | | </p> |
| <p>We analyzed the behavior of the constitutive and inducible FadL cell lines with M9 minimal media supplemented with either PA or OA. Constitutive reporter cell line was used as a control. OD measurements were performed at OD 600nm as an indicative cell growth for 72 hours.</p> | | <p>We analyzed the behavior of the constitutive and inducible FadL cell lines with M9 minimal media supplemented with either PA or OA. Constitutive reporter cell line was used as a control. OD measurements were performed at OD 600nm as an indicative cell growth for 72 hours.</p> |
− | <p>Here we demonstrate that overexpression of fadL entails a metabolic burden. This is shown in the decrease of the OD600 when induced bacteria are grown in both 0,4mM PA or OA (Fig. 3A and 3C) and 2mM PA or OA (Fig. 3B and 3D). When comparing this metabolic burden between the two concentrations it is clear that in the 2mM concentration induced bacteria grow more than in 0,4mM. Thus, this results suggest that FadL entails a metabolic burden even in minimum media but is reduced when LCFA concentration increases, as LCFA can be used as an energetic source. </p> | + | <p>Here we demonstrate that overexpression of fadL entails a metabolic burden. This is shown in the decrease of the OD600 when induced bacteria are grown in both 0.4mM PA or OA (Fig. 3A and 3C) and 2mM PA or OA (Fig. 3B and 3D). When comparing this metabolic burden between the two concentrations it is clear that in the 2mM concentration induced bacteria grow more than in 0.4mM. Thus, this results suggest that FadL entails a metabolic burden even in minimum media but is reduced when LCFA concentration increases, as LCFA can be used as an energetic source. </p> |
| + | |
| + | |
| + | <p style="text-align: center; margin: auto; display: block; font-size: 1.2rem">FadD Overexpression in Minimal Medium</p> |
| + | |
| <div> | | <div> |
| <div id="results_overexpression_ga1_L" style="width: 70vw;"></div> | | <div id="results_overexpression_ga1_L" style="width: 70vw;"></div> |
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| </div> | | </div> |
| </div> | | </div> |
− | <p class="fig-caption"><b>Figure 3. Growth assay comparing induced and not induced fadL in minimal medium enriched with different concentrations of Oleic Acid (OA) and Palmitic Acid (PA). </b>Figure A shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadL in 0,4mM PA concentration. Figure B shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadL in 2mM PA concentration. Figure C shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadL in 0,4mM OA concentration. Figure D shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadL in 2mM OA concentration. Error bars represent the Standard Deviation of the Mean (SEM).</p> | + | <p class="fig-caption"><b>Figure 3. Growth assay comparing induced and not induced fadL in minimal medium enriched with different concentrations of Oleic Acid (OA) and Palmitic Acid (PA). </b>Figure A shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadL in 0.4mM PA concentration. Figure B shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadL in 2mM PA concentration. Figure C shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadL in 0.4mM OA concentration. Figure D shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadL in 2mM OA concentration. Error bars represent the Standard Deviation of the Mean (SEM).</p> |
| <p class="subapart2">FadD overexpression increases OA uptake</p> | | <p class="subapart2">FadD overexpression increases OA uptake</p> |
| <p>We analyzed the behavior of the constitutive and inducible FadD cell lines with M9 minimal media supplemented with either PA or OA. Constitutive reporter cell line was used as a control. Supernatant was collected from the medium after 72 hours growing. Cupric-acetate colorimetric technique was performed quantify LCFA concentration (OD715nm).</p> | | <p>We analyzed the behavior of the constitutive and inducible FadD cell lines with M9 minimal media supplemented with either PA or OA. Constitutive reporter cell line was used as a control. Supernatant was collected from the medium after 72 hours growing. Cupric-acetate colorimetric technique was performed quantify LCFA concentration (OD715nm).</p> |
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| }); | | }); |
| </script> | | </script> |
− | <p class="fig-caption"><b>Figure 4 | LCFA uptake in FadD overexpression. </b> Plot showing LCFA uptake when comparing induced (Top10 strain) and not induced (Zn1 strain) fadD gene. Constitutive reporter cell line (top10) was used as a control. Uptake was measured considering the OD715nm difference between the medium at certain concentration of LCFA and the medium with grown bacteria. A concentration of 0,4mM of both PA and OA was used. Cupric-acetate technique was used to quantify LCFA in the medium. LCFA uptake was normalized by the growth of the bacteria, measured at OD600. Error bars represent the Standard Deviation of the Mean (SEM). Statistical significance of the mean was calculated using a paired t-test. P value <0,05, which indicates a statistically significant difference among relevant groups, is designated with an asterisk.</p> | + | <p class="fig-caption"><b>Figure 4 | LCFA uptake in FadD overexpression. </b> Plot showing LCFA uptake when comparing induced (Top10 strain) and not induced (Zn1 strain) fadD gene. Constitutive reporter cell line (top10) was used as a control. Uptake was measured considering the OD715nm difference between the medium at certain concentration of LCFA and the medium with grown bacteria. A concentration of 0.4mM of both PA and OA was used. Cupric-acetate technique was used to quantify LCFA in the medium. LCFA uptake was normalized by the growth of the bacteria, measured at OD600. Error bars represent the Standard Deviation of the Mean (SEM). Statistical significance of the mean was calculated using a paired t-test. P value <0,05, which indicates a statistically significant difference among relevant groups, is designated with an asterisk.</p> |
| <p class="subapart2">Overexpression | | <p class="subapart2">Overexpression |
| of fadL increases OA uptake. | | of fadL increases OA uptake. |
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| }); | | }); |
| </script> | | </script> |
− | <p class="fig-caption"><b>Figure 5. LCFA uptake in FadL overexpression.</b> Plot showing LCFA uptake when comparing induced (Top10 strain) and not induced (Zn1 strain) fadL gene. Constitutive reporter cell line (Top10) was used as a control. Uptake was measured considering the OD715nm difference between the medium at certain concentration of LCFA and the medium with grown bacteria. A concentration of 0,4mM of both PA and OA was used. Cupric-acetate technique was used to quantify LCFA in the medium. LCFA uptake was normalized by the growth of the bacteria, measured at OD600. Error bars represent the Standard Deviation of the Mean (SEM). Statistical significance of the mean was calculated using a paired t-test. P value <0,05, which indicates a statistically significant difference among relevant groups, is designated with an asterisk.</p> | + | <p class="fig-caption"><b>Figure 5. LCFA uptake in FadL overexpression.</b> Plot showing LCFA uptake when comparing induced (Top10 strain) and not induced (Zn1 strain) fadL gene. Constitutive reporter cell line (Top10) was used as a control. Uptake was measured considering the OD715nm difference between the medium at certain concentration of LCFA and the medium with grown bacteria. A concentration of 0.4mM of both PA and OA was used. Cupric-acetate technique was used to quantify LCFA in the medium. LCFA uptake was normalized by the growth of the bacteria, measured at OD600. Error bars represent the Standard Deviation of the Mean (SEM). Statistical significance of the mean was calculated using a paired t-test. P value <0,05, which indicates a statistically significant difference among relevant groups, is designated with an asterisk.</p> |
| <p class="subapart2">Discussion of overexpression results </p> | | <p class="subapart2">Discussion of overexpression results </p> |
− | <div style="background-color: #c6d1e5; border-radius: 15px; padding: 1.8rem; max-width: 100%"> | + | <div style="background-color: #c6d1e5; border-radius: 15px; padding: 1.8rem; width: 70vw;"> |
| <p>Our results demonstrate that overexpression of fadL and fadD in enriched media entails a metabolic burden for the cell. However, when these genes are overexpressed in a minimum media with LCFA as the unique carbon sources, the metabolic burden is reduced. Furthermore, bacterial growth is even higher between induced and not induced cells. We have demonstrated that induction of fadL and fadD results in a LCFA uptake increase, being statistically significant in OA. </p> | | <p>Our results demonstrate that overexpression of fadL and fadD in enriched media entails a metabolic burden for the cell. However, when these genes are overexpressed in a minimum media with LCFA as the unique carbon sources, the metabolic burden is reduced. Furthermore, bacterial growth is even higher between induced and not induced cells. We have demonstrated that induction of fadL and fadD results in a LCFA uptake increase, being statistically significant in OA. </p> |
| <p>Considering our results, it can be deduced that when fadL and fadD are overexpressed LCFA uptake increases resulting in a higher growth. In this way, we can conclude that LCFA influx is increased in our system, resulting in higher Acyl-CoA concentration inside the cell. Consequently, we have hypothesized that this results in an enhanced expression of the rest of fad genes and therefore in an increase of the LCFA degradation rate. This increase in the LCFA degradation, leads to more metabolic fuel to be used for growth (only when LCFA is the only carbon source available). Therefore, overexpression of fadL and fadD gives the cell a positive advantage that results in enhanced growing when LCFA is the only carbon source. | | <p>Considering our results, it can be deduced that when fadL and fadD are overexpressed LCFA uptake increases resulting in a higher growth. In this way, we can conclude that LCFA influx is increased in our system, resulting in higher Acyl-CoA concentration inside the cell. Consequently, we have hypothesized that this results in an enhanced expression of the rest of fad genes and therefore in an increase of the LCFA degradation rate. This increase in the LCFA degradation, leads to more metabolic fuel to be used for growth (only when LCFA is the only carbon source available). Therefore, overexpression of fadL and fadD gives the cell a positive advantage that results in enhanced growing when LCFA is the only carbon source. |
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| <p>In order to characterize the functionality of the LCFA biosensors, fluorescent proteins were coupled to them. Top10 (DH5-alpha) <i>E. coli</i> expressing the genetic constructs were grown for 16-20 hours in LB media with different concentrations of palmitic acid (PA). Fluorescence intensity and OD600 were analysed at steady state. </p> | | <p>In order to characterize the functionality of the LCFA biosensors, fluorescent proteins were coupled to them. Top10 (DH5-alpha) <i>E. coli</i> expressing the genetic constructs were grown for 16-20 hours in LB media with different concentrations of palmitic acid (PA). Fluorescence intensity and OD600 were analysed at steady state. </p> |
| <center> | | <center> |
− | <table class="fluid-table" style="max-width: 100%;"> | + | <table class="fluid-table" style="width: 70vw;;"> |
| <thead> | | <thead> |
| <tr> | | <tr> |
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| <p class="fig-caption"><b>Fig. 12 |</b> Comparison of fluorescence intensity fold change (induced/non induced) differences between pFadBA and pAR inducible constructs.</p> | | <p class="fig-caption"><b>Fig. 12 |</b> Comparison of fluorescence intensity fold change (induced/non induced) differences between pFadBA and pAR inducible constructs.</p> |
| <p>After induction of the pAR promoter with different PA concentrations our results show a significant fluorescence fold change increase compared to the pfadBA promoter. Moreover, our data indicates that the baseline fluorescence of the pAR construct is much lower than that of pfadBA. </p> | | <p>After induction of the pAR promoter with different PA concentrations our results show a significant fluorescence fold change increase compared to the pfadBA promoter. Moreover, our data indicates that the baseline fluorescence of the pAR construct is much lower than that of pfadBA. </p> |
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− | <p class="subapart2">Discussion of overexpression results </p>
| + | <p> bla bla bla conclusions</p> |
− | <p>We have proved that the pFadBa-34-RFP biosensor can detect changes in PA concentration. However, the fluorescence ratio for induced/non-induced cultures is very low due to the fact that the baseline fluorescence intensity is non-negligible . If we expect to use our device as a LCFA quantification system, it is needed to obtain a significant difference in the output signals for different LCFA concentrations. This can be achieved either by amplifying the signal or by increasing the signal fold change between the induction with different LCFA concentrations. We achieved amplification of the output signal by inducing the pfadBA-luxR-plux-RFP with lactone 1e-7 M. On the other hand, we were able to reduce the basality of the previous LCFA biosensors with our pfadBA-CI-pRM construct By reducing the baseline fluorescence we observed an increased fold change of the output signals between induction with different PA concentrations. Nevertheless, with this construct the fluorescence signal deemed lower than the other constructs due to the fact that the pRM promoter is weak. We think that we could obtain a LCFA reliable quantification system by coupling the two constructs together. The hypothetical system would work as follows: the first part (pfadBA-CI-pRM-luxR) would increase the fold change concentration of luxR and the signal would be processed by the luxR-HSL inducible plux-RFP reporter system in order to amplify the signal. This system would potentially generate enough fluorescence difference between different PA induction concentrations to make it possible to predict the concentration of PA in the medium.</p>
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− | <p>On the other hand, we observed that the pAR promoter has a sharper response after PA induction compared to the pfadBA promoter. Moreover, our data suggests that it saturates at much lower PA concentrations than the pfadBA promoter and it has less leakage. Taking all this together, we can affirm that our newly characterised promoter would work much better as an off/on switch dependent on LCFA than the pfadBA promoter, therefore we have successfully improved a previous iGEM parts registry part.
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| </div> | | </div> |
| <a name="Integration"> | | <a name="Integration"> |