Difference between revisions of "Part:BBa J23119"
Mkakadiari (Talk | contribs) (→B0030 vs B0034 in E.coli BL21 (DE3) - Thessaly 2024) |
Sanshikagarg (Talk | contribs) |
||
(5 intermediate revisions by 2 users not shown) | |||
Line 255: | Line 255: | ||
<b> Methods </b> <br> | <b> Methods </b> <br> | ||
− | Measurements for OD 600nm and fluorescence (488nm, | + | Measurements for OD 600nm and fluorescence (488nm,515nm) were taken over the course of 16 hours, in a 96-well microplate. Clonings were done according to the Golden Braid method, leaving us with level α constructs in the pDGB3a1 backbone ( <html> <a href="https://parts.igem.org/Part:BBa_K4213058">BBa_K4213058. </a> </html> ) <br> |
− | + | Constructs and pDGB3a1 (empty vector) transformed into <i> E.coli </i> BL21 (DE3) chassis, incubated at 37oC, 180rpm for 16 hours. <br> | |
− | BBa_J23119 was inserted in the constructs <html> <a href="https://parts.igem.org/Part:BBa_K5299202">BBa_K5299202,</a><a href="https://parts.igem.org/Part:BBa_K5299203">BBa_K5299203.</a></html> <br> | + | BBa_J23119 was inserted in the constructs <html> <a href="https://parts.igem.org/Part:BBa_K5299202">BBa_K5299202,</a><a href="https://parts.igem.org/Part:BBa_K5299203">BBa_K5299203.</a></html> For more information, head over to these pages. <br> |
− | Plated | + | Plated 200 ul 5 times, out of each single liquid bacterial culture, created from the same bacterial colony, in order to establish accuracy through technical repeats. <br> |
Medium used was M9 due to minimal interference, with D-glucose serving as the carbon source. Also, served as blank, plated 5 times. <br> | Medium used was M9 due to minimal interference, with D-glucose serving as the carbon source. Also, served as blank, plated 5 times. <br> | ||
Line 268: | Line 268: | ||
<b> Results </b> <br> | <b> Results </b> <br> | ||
− | Measurements were taken over the course of 16 hours. Here are the results for BBa_J23119 regarding the different constructs created. <br> | + | Measurements were taken over the course of 16 hours. Here are the results for BBa_J23119 regarding the different constructs created with a pDGB3a1 backbone. <br> |
<html> | <html> | ||
<center> | <center> | ||
<figure> | <figure> | ||
− | <img src='https://static.igem.wiki/teams/5299/mar/ | + | <img src='https://static.igem.wiki/teams/5299/mar/new-j23119-b0030-vs-b0034.png' width='700px' height='435px' |
− | <thumb><center><b><small><i>Figure 1: Constructs with the | + | <thumb><center><b><small><i>Figure 1: Constructs with the BBa_J23119 promoter, the BBa_B0030 or the BBa_B0034 RBS, the BBa_I746916 sfGFP and the BBa_B0015 terminator. The pDGB3a1 backbone acted as a negative control. </i></small></b></center></thumb> |
</figure></center></html><br> | </figure></center></html><br> | ||
− | < | + | </center> |
− | + | ==NYU Abu Dhabi 2024 Characterization== | |
+ | |||
+ | <h3>'''Group:'''</h3> NYU-Abu-Dhabi 2024 <h5> <P style="text-indent:2em;"> BBa_J23119 was characterized as a promoter driving eYFP expression in bacterial colonies under two temperature conditions: 28°C (ambient) and 37°C (heat stress). The promoter activity was quantified by measuring fluorescence using a plate reader. As shown in the promoter activity graph, BBa_J23119 exhibited the highest activity among the promoters tested at both 28°C and 37°C. However, while BBa_J23119 remained the strongest promoter under both conditions, its activity showed a slight decrease at 37°C over time compared to its more stable performance at 28°C. These results indicate that BBa_J23119 is a robust promoter, but its activity may be slightly sensitive to prolonged exposure to higher temperatures. <html><img src="https://static.igem.wiki/teams/5125/whatsapp-image-2024-10-01-at-11-00-13-am.jpeg" class= "center" width="50px"></html> | ||
+ | |||
+ | <b><i>Figure 1. Promoter activity of BBa_J23119 at 28°C and 37°C, compared to other promoters. The data show that BBa_J23119 maintained the highest activity across both conditions, although there was a slight decline at 37°C over time. | ||
+ | </center> | ||
+ | |||
== References == | == References == |
Latest revision as of 06:46, 2 October 2024
constitutive promoter family member
Variant RFP (au) J23112 1 J23103 17 J23113 21 J23109 106 J23117 162 J23114 256 J23115 387 J23116 396 J23105 623 J23110 844 J23107 908 J23106 1185 J23108 1303 J23118 1429 J23111 1487 J23101 1791 J23104 1831 J23102 2179 J23100 2547 |
Constitutive promoter family
Parts J23100 through J23119 are a family of constitutive promoter parts isolated from a small combinatorial library. J23119 is the "consensus" promoter sequence and the strongest member of the family. All parts except J23119 are present in plasmid J61002. Part J23119 is present in pSB1A2. This places the RFP downstream of the promoter. Reported activities of the promoters are given as the relative fluorescence of these plasmids in strain TG1 grown in LB media to saturation. See part BBa_J61002 for details on their use.
These promoter parts can be used to tune the expression level of constitutively expressed parts. The NheI and AvrII restriction sites present within these promoter parts make them a scaffold for further modification. JCAraw t
Usage and Biology
iGEM16-CLSB-UK:The consensus promoter Part:BBa_J23119 was assembled with AmilCP blue-purple chromoprotein Part:BBa_K592025. The construct Part:BBa_K2078002 was carried on the pSB1C3 plasmid for expression and amplification in E-Coli.
Amsterdam 2020: Relative promoter strength in Synechocystis PCC6803 and UTEX 2973 Vaseduvan and colleagues (2019) aimed to study the difference in strength of promoters in Synechocystis PCC6803 (Synechocystis) and UTEX 2973. 20 previously defined consecutive promoters (including the promoters derived from Part:BBa_J23119, Ptrc10, Ptic10 and Ptac10; Markley, et al. 2015; Huang, et al. 2010; Alberts, et al. 2015) and a L-arabinose inducible promoter originating from Escherichia Coli (PBAD; Abe, et al. 2014) were compared. Besides, they constructed 8 mutant promoters from the Part:BBa_J23119 promoter and the Ptrc10 promoter design (see Figure 1A). The promoters were assembled in a pPMQAK1-T to drive eYFP expression. To the promoter sequences a lac operon (lacO) and ribosomal binding site was added for future experiments (Huang, et al. 2010). eYFP fluorescence measured over 10,000 cells was used to compare the strength of the individual promoters in Synechocystis and UTEX 2973 (see Figure 1B). Besides, the correlation of the expression of the synthetic promoters in both strains was studied (see Figure 1C). Although expression levels are 8 fold higher for UTEX 2973 than for Synechosystis, the strength of the promoters has similar patterns in both strains (R2 = 0.84, see Figure 1C). This information can be used when making constructs for different purposes.
Figure 1. Expression levels of heterologous and synthetic promoters in Synechocystis and UTEX 2973. A. Structure and alignment of eight new synthetic promoters derived from the BioBricks Part:BBa_J23119 library and Ptrc10 promoter design (Huang et al., 2010). B. Expression levels of eYFP driven by promoters in Synechocystis and UTEX 2973 calculated from measurements taken from 10,000 individual cells. C. Correlation analysis of expression levels of synthetic promoters tested in Synechocystis and UTEX 2973. The coefficient of determination (R2) is shown for the J23119 library (red), new synthetic promoters (pink), and trc variants (dark red). Values are the means +- 6 SE from at least four biological replicates after 48 h of growth (average OD 750 values for Synechocystis and UTEX 2973 cultures were 3.5 6 0.2 and 3.6 6 0.2, respectively). (Caption is cited from Vaseduvan, et al. 2019)
GreatBay_China 2018:
Team GreatBay_China 2018 characterized J23119, Part:BBa_J23105, and Part:BBa_J23101 by assembling them with Part:BBa_B0034 and a sfGFPPart:BBa_I746916 on three vectors: pUC20 (copy number about 500/cell), pR6K (copy number about 15/cell), pSC101 (copy number about 2/cell). Then we measured the fluorescence by Flow Cytometry as a reference for the TALE stabilized promoter library.
The result indicate that the strength of J23119, J23105, and J23101 are about the same as described by team iGEM2006_Berkeley, and the fluorescence increases as the copy number of the vector increases
GreatBay_China have made two improved parts based on J23119.
UP119 is modified by addition of an up-element. (Part:BBa_K2753055)
TALE2 sp6 is a TALE stabilized variant of J23119. (Part:BBa_K2753023)
Sequence and Features
- 10COMPATIBLE WITH RFC[10]
- 12INCOMPATIBLE WITH RFC[12]Illegal NheI site found at 7
Illegal NheI site found at 30 - 21COMPATIBLE WITH RFC[21]
- 23COMPATIBLE WITH RFC[23]
- 25COMPATIBLE WITH RFC[25]
- 1000COMPATIBLE WITH RFC[1000]
>Internal Priming Screening Characterization of BBa_J23119: Has no possible internal priming sites between this BioBrick part and the VF2 or the VR primer.
The 2018 Hawaii iGEM team evaluated the 40 most frequently used BioBricks and ran them through an internal priming screening process that we developed using the BLAST program tool. Out of the 40 BioBricks we evaluated, 10 of them showed possible internal priming of either the VF2 or VR primers and sometime even both. The data set has a range of sequence lengths from as small as 12 bases to as large as 1,210 bases. We experienced the issue of possible internal priming during the sequence verification process of our own BBa_K2574001 BioBrick and in the cloning process to express the part as a fusion protein. BBa_K2574001 is a composite part containing a VLP forming Gag protein sequence attached to a frequently used RFP part (BBa_E1010). We conducted a PCR amplification of the Gag-RFP insert using the VF2 and VR primers on the ligation product (pSB1C3 ligated to the Gag + RFP). This amplicon would serve as template for another PCR where we would add the NcoI and BamHI restriction enzyme sites through new primers for ligation into pET14b and subsequent induced expression. Despite gel confirming a rather large, approximately 2.1 kb insert band, our sequencing results with the VR primer and BamHI RFP reverse primer gave mixed results. Both should have displayed the end of the RFP, but the VR primer revealed the end of the Gag. Analysis of the VR primer on the Gag-RFP sequence revealed several sites where the VR primer could have annealed with ~9 - 12 bp of complementarity. Internal priming of forward and reverse primers can be detrimental to an iGEM project because you can never be sure if the desired construct was correctly inserted into the BioBrick plasmid without a successful sequence verification.
Thessaly 2019 Characterization
Thessaly 2019 sought to characterize the coding sequence of TEM-optimized β-lactamase (BBa_I757010) under the regulation of the constituve Anderson Family promoters BBa_J23100, BBa_J23105, BBa_J23106, BBa_J23119. β-lactamase is an enzyme that hydrolyses β-lactams (e.g. ampicillin) and is naturally found in prokaryotic cells. A colorimetric assay has been developed using nitrocefin as a substrate which after hydrolysis from β-lactamase changes the reaction color, from yellow (380nm) to red (490nm).
To achieve that, the coding sequence was assembled with each promoter, a universal RBS (BBa_B0034) and a double terminator(BBa_B0015). The parts were cloned in pSB1C3 and pSB1K3 and transformed into E. coli DH5a competent cells.
In the photo below you can see the results of the primer addition using overhang PCR:
Figure 1. The results obtained after the PCR with the overhang primers for the different promoters of the Anderson family. We tested different annealing temperatures (45, 47 & 53℃) aiming for clear results. The expected band is at 1119bp and the ladder used was the 100bp DNA ladder by NEB.
For protein expression, the plasmids were transformed into E. coli BL21 (DE3) competent cells.
For the beta-lactamase assay, we set up the following experimental design:
1. Grow BL21 (DE3) pre-culture overnight in 5ml LB (~16h) at a shaking incubator, 37 degrees C / 210rpm
2. The following morning, measure the OD600 of overnight cultures
3. Dilute all cultures to OD600¬ = 0.05 in M9 minimal medium
4. Grow cells 37 degrees C /210 RPM until OD600=0.4-0.6 (~2h)
5. Dilute all cells to the same OD600 (e.g. 0.4)
6. Load 160 of culture in a 96-well plate (do triplicates). Add 40 ul 0.5 uM nitrocefin for a final concentration of 100nM
7. Measure the absorbance at 490nm (for nitrocefin hydrolysis) and 600nm (for cell growth) every 30 seconds for 2 hours in a microplate reader. Shake between readings. Because plateau was reached within the first 30 minutes of the reaction, only those are depicted in the graph.
To ensure that the absorbance shown corresponds only to enzymatic activity by β-lactamase, we included 3 controls in the experiment. The first control has M9 medium only (no cells) and nitrocefin, the second has empty BL21 (DE3) cells (no plasmid) and nitrocefin, while the third has BL21 (DE3) cells containing the plasmid but not the part (empty plasmid). To obtain comparable results, we normalized all values by dividing OD490 by OD600.
The results are shown in the graph below
Figure 2. The hydrolysis of nitrocefin enabled by the expression of the β-lactamase gene, under the control of different promoters (J23100, J23105, J23106 & J23119) of the Anderson family. The substrate (nitrocefin) hydrolysis (490nm) is divided by cell growth (600nm), in order to normalize all values.
The maximum expression of β-lactamase was observed under control of the J23119 (brown line) which is the wild type promoter of the Anderson family. The expression is reduced with the J23100 and J23106 (yellow and purple line respectively), while the lowest expression levels were observed with the J23105 promoter (blue line). These results are in accordance with those from previous teams that measured fluorescence and the same pattern is observed. The controls conditions (pSB1C3 and BL21, or light purple and light blue respectively) confirm that the absorbance measured derives from β-lactamase activity only, both quantitatively and visually.
Below you can see the 96-well plate of the assay:
Figure 3.The observed color change due to the hydrolyzation of nitrocefin due to the production of β-lactamase, after a 2-hour enzymatic assay.
Note that the picture was taken after the plate-reader assay was completed and all conditions had reached a plateau, except the controls.
Characterization of combination of J23119 and strong RBSes : SIS_Korea 2019
Our team tested several constitutive promoters and rbs combinations for the continuous expression of PET degradation enzymes in E. coli. The J23100 promoter did not work under our experimental conditions. So we found another promoter and J23119 was one of the constitutive promoter candidates. We combined three strong RBSs with this promoter and measured the expression of mScarlet. E. coli transformed with each plasmid was grown under the same conditions and harvested. Escherichia coli expressing mScarlet was sonicated in sonication buffer and the supernatant was transferred to a new e-tube after centrifugation at 4 ° C for 5 min at maximum speed. We measured the absorbance at 569 nm, the maximum absorption wavelength of mScarlet, and at 280 nm for total protein quantification using nanodrops. The experiment was repeated three times and plotted using prism. These results show that RBS derived from the pDawn vector is important for the expression of mScarlet.
RBS
After an attempt to clone this promoter upstream of the Citrine reporter gene yielded poor expression, the Yale iGEM teaminspected the Ribosome Binding Site used with the promoters and realized that it would need to be improved. We used the Salis Lab Ribosome Binding Site Calculator to design a stronger Ribosome Binding Site.
Below, we demonstrate that the newly designed Ribosome Binding Site is appropriately compatible with the Anderson Promoter collection.
Characterization: Jilin_China 2019
Group:
Jilin_China 2019
We hope that when we use an unrepresentated promoter, we can easily and accurately get its relative strength in the already characterized promoter family.
Therefore, we constructed the promoter strength measurement vector BBa_K3078100 and characterized the promoter with a large intensity gradient of the Anderson promoter family, BBa_J23119, BBa_J23104, BBa_J23108, BBa_J23105, BBa_J23114, and it is expected to establish a standard curve with fluorescence intensity.
Figure 1. The fluorescence of each promoter changes with time (fluorescence / OD600). Different elements are connected to the same measurement carrier, cultured overnight, diluted to OD = 0.02 the next day, and the fluorescence at absorption wavelength 528nm was measured under excitation wavelength 485nm light.
Table 1. Reported relative expression and corrected relative expression. We calculated the relative fluorescence intensity of each promoter for it based on J23119.
The fluorescence data showed the intensity of BBa_J23104 and BBa_J23119 is much too high to constitute a linear relationship with the other three promoters. The reason of which might be the fusion genes influenced the relatve expression level of the promoter.
We invited JiangnanU_China to repeat, and the result of its characterization was not consistent with reported relative expression .Therefore, we speculated that the relative strength might be affected by experimental strains, plasmids and other factors. Under our experimental conditions, the relative strength of Anderson promoter was not consistent with reported relative expression.
Functional Parameters: Austin_UTexas
Burden Imposed by this Part:
Burden is the percent reduction in the growth rate of E. coli cells transformed with a plasmid containing this BioBrick (± values are 95% confidence limits). This BioBrick did not exhibit a burden that was significantly greater than zero (i.e., it appears to have little to no impact on growth). Therefore, users can depend on this part to remain stable for many bacterial cell divisions and in large culture volumes. Refer to any one of the BBa_K3174002 - BBa_K3174007 pages for more information on the methods, an explanation of the sources of burden, and other conclusions from a large-scale measurement project conducted by the 2019 Austin_UTexas team.
This functional parameter was added by the 2020 Austin_UTexas team.
Usage in non model organisms: Uni-Padua-IT 2023
Acinetobacter baumannii
Both comprehensive literature exploration (Wang, 2019) and our empirical investigations confirm its capacity to drive protein expression within Acinetobacter baumannii. To evaluate this phenomenon, we conducted a fluorescence emission analysis employing the Thermofisher Scientific Varioskan Lux plate reader. This assessment focused on the signal of a reporter gene (i.e., from the BBa_I13507 iGEM part cloned downstream of the BBa_23119 promoter), specifically the red fluorescent protein (RFP) with excitation at 535nm and emission at 610nm. .
Since visual analysis of the colonies obtained after transfections showed different shades of red, our experimental setup involved four colonies of A. baumannii, each harboring the RFP reporter gene within a cassette integrated into our newly developed backbone, BBa_K4727000. To establish a comparative benchmark, we contrasted these expression levels with those of two iGEM constructs sharing the same RBS-RFP-terminator structure carried in our part (BBa_I13507), namely: a E. coli TOP10 strain expressing the RFP gene under the control of both the relatively weak promoter BBa_J23101 (the normalization strain proposed in Kelly et al., 2009) and the strong promoter BBa_R0040 (pTet).
Among the selected colonies, namely 1.2A, 1.2B, 1.1A, and 2.2A, a trio comprising 1.2A, 1.2B, and 1.1A exhibited analogous rates of reporter gene expression. This expression level was higher than the signal produced by BBa_J23101 promoter driving RFP; yet, it remained notably lower than the signal produced by a E.coli TOP10 strain bearing a pTet promoter driving RFP in the high copy plasmid pSB1A2 (iGEM part BBa_I13521). Conversely, colony 2.2A distinctly displayed heightened expression, comparable to the one shoved in E. coli by the I13521 cassette. Upon subjecting the expression cassettes to Sanger sequencing, we determined that the diminished fluorescence emission of colonies 1.2A, 1.2B and 1.1A stems from a mutation within the RFP coding sequence. This mutation, rather than the promoter itself, leads to a significant reduction in emission intensity due to an amino acid substitution.
By elucidating the intricacies of this promoter-driven mechanism, our study sheds light on the potential of enhancing protein expression within non-model organisms, underscoring the significance of genetic components beyond promoters in governing gene expression dynamics.
Klebsiella pneumoniae
Drawing from a combination of comprehensive literature examination(Y.Wang, 2018) and our own experimental findings, we ascertained that the BBa_J23119 promoter can operate proficiently in K. pneumoniae, exhibiting a strength comparable to its performance in A. baumannii.
The experiment was carried out in a similar fashion as described above: two colonies of K. pneumoniae were electroporated, with part BBa_K4727000 expressing a gene reporter, namely RFP, under the regulation of BBa_J23119 promoter. In parallel, the same wild type bacteria was used as a reference, together with our golden standards: E. coli expressing RFP under the control of pTet and BBa_J23101.
B0030 vs B0034 in E.coli BL21 (DE3) - Thessaly 2024
Group: Thessaly 2024
Purpose
BBa_J23119 was used in our promoter testing experiments as a positive control for phase activation. As a constitutive Anderson promoter, it was expected to be working efficiently during all phases of the bacterial population’s life cycle, according to already existing information in the Registry.
Methods
Measurements for OD 600nm and fluorescence (488nm,515nm) were taken over the course of 16 hours, in a 96-well microplate. Clonings were done according to the Golden Braid method, leaving us with level α constructs in the pDGB3a1 backbone ( BBa_K4213058. )
Constructs and pDGB3a1 (empty vector) transformed into E.coli BL21 (DE3) chassis, incubated at 37oC, 180rpm for 16 hours.
BBa_J23119 was inserted in the constructs BBa_K5299202,BBa_K5299203. For more information, head over to these pages.
Plated 200 ul 5 times, out of each single liquid bacterial culture, created from the same bacterial colony, in order to establish accuracy through technical repeats.
Medium used was M9 due to minimal interference, with D-glucose serving as the carbon source. Also, served as blank, plated 5 times.
Measurements were normalised as such: using the average price of fluorescence for the 5 technical repeats and dividing it by the average price of OD.
Standard deviation included in the graphs.
Results
Measurements were taken over the course of 16 hours. Here are the results for BBa_J23119 regarding the different constructs created with a pDGB3a1 backbone.
</center>
NYU Abu Dhabi 2024 Characterization
Group:
NYU-Abu-Dhabi 2024 BBa_J23119 was characterized as a promoter driving eYFP expression in bacterial colonies under two temperature conditions: 28°C (ambient) and 37°C (heat stress). The promoter activity was quantified by measuring fluorescence using a plate reader. As shown in the promoter activity graph, BBa_J23119 exhibited the highest activity among the promoters tested at both 28°C and 37°C. However, while BBa_J23119 remained the strongest promoter under both conditions, its activity showed a slight decrease at 37°C over time compared to its more stable performance at 28°C. These results indicate that BBa_J23119 is a robust promoter, but its activity may be slightly sensitive to prolonged exposure to higher temperatures.
Figure 1. Promoter activity of BBa_J23119 at 28°C and 37°C, compared to other promoters. The data show that BBa_J23119 maintained the highest activity across both conditions, although there was a slight decline at 37°C over time.
</center>
References
Abe, K., Sakai, Y., Nakashima, S., Araki, M., Yoshida, W., Sode, K., & Ikebukuro, K. (2014). Design of riboregulators for control of cyanobacterial (Synechocystis) protein expression. <i>Biotechnology Letters</i>, 36(2), 287–294. https://doi.org/10.1007/s10529-013-1352-x
Albers, S. C., Gallegos, V. A., & Peebles, C. A. M. (2015). Engineering of genetic control tools in Synechocystis sp. PCC 6803 using rational design techniques. <i>Journal of Biotechnology</i>, 216, 36–46. https://doi.org/10.1016/j.jbiotec.2015.09.042
Huang, H. H., Camsund, D., Lindblad, P., & Heidorn, T. (2010). Design and characterization of molecular tools for a synthetic biology approach towards developing cyanobacterial biotechnology.<i> Nucleic Acids Research</i>, 38(8), 2577–2593. https://doi.org/10.1093/nar/gkq164
Markley, A. L., Begemann, M. B., Clarke, R. E., Gordon, G. C., & Pfleger, B. F. (2015). Synthetic Biology Toolbox for Controlling Gene Expression in the Cyanobacterium Synechococcus sp. strain PCC 7002. <i>ACS Synthetic Biology</i>, 4(5), 595–603. https://doi.org/10.1021/sb500260k
Vasudevan, R., Gale, G. A. R., Schiavon, A. A., Puzorjov, A., Malin, J., Gillespie, M. D., Vavitsas, K., Zulkower, V., Wang, B., Howe, C. J., Lea-Smith, D. J., & McCormick, A. J. (2019). Cyanogate: A modular cloning suite for engineering cyanobacteria based on the plant moclo syntax. <i>Plant Physiology</i>, 180(1), 39–55. https://doi.org/10.1104/pp.18.01401
Wang et al., “A Highly Efficient CRISPR-Cas9-Based Genome Engineering Platform in Acinetobacter baumannii to Understand the H2O2-Sensing Mechanism of OxyR”, <i>Cell Chemical Biology</i> 26, 1732–1742 December 19, 2019. https://doi.org/10.1128/AEM.01834-18
Y. Wang et al., ‘CRISPR-Cas9 and CRISPR-Assisted Cytidine Deaminase Enable Precise and Efficient Genome Editing in Klebsiella pneumoniae’, Appl. Environ. Microbiol., vol. 84, no. 23, pp. e01834-18, Nov. 2018, doi: 10.1128/AEM.01834-18.