Abstract
Quorum sensing plays a central role in regulating many community derived symbiotic and pathogenic relationships of bacteria, and as such has attracted much attention in recent years. Acyl-homoserine lactones (AHLs) are important signaling molecules in the quorum sensing gene regulatory processes found in numerous gram-negative species of bacteria that interact with eukaryotic organisms. AHLs are produced by acyl-homoserine lactone synthases. Bacteria can have multiple genes for AHL synthase enzymes, and such species are likely to produce several different types of AHLs. Determination of the types and the relative amounts of AHLs produced by AHL synthases in bacteria under varied conditions provides important insights into the mechanism of AHL synthase function and the regulation of transcriptional cascades initiated by quorum sensing signaling. This chapter describes a mass spectrometry method for determining the types and relative amounts of AHLs present in a sample.
Keywords: acyl-homoserine lactone, AHL, quorum sensing, mass spectrometry, AHL synthase
1. Introduction
Understanding the molecular mechanism of AHL–dependent signaling in bacterial quorum sensing requires knowledge of the recognition of AHLs by receptors as well as the AHLs that are present in the environment. The acyl-homoserine lactones AHLs differ in their length of acyl chain as well as the substituents at the 3-position of the acyl chain (Figure 1A) (1). Some species of bacteria have a single AHL synthase enzyme and produce predominantly one type of AHL, whereas others have multiple AHL synthases and produce many types of AHLs (2, 3). Furthermore, the amount and types of AHLs that are produced in bacteria can differ depending on the particular AHL synthases that are expressed and the availability of the substrates needed for AHL synthesis. The ability to identify populations of AHLs and to analyze changes in AHLs produced with mutant forms of AHL synthase genes or under different metabolic conditions is important for understanding quorum sensing signaling. However, it is difficult to identify all of the AHLs produced and to determine how much of each AHL species is present using conventional bioassay procedures (4, 5).
This chapter describes a relatively unbiased method for determining the types and relative amounts of AHLs present in a sample. Mass spectrometry provides a complementary approach to traditional bioassays. It permits the semi-quantitative analysis of the changes to the distribution of AHLs by a system either grown under various conditions, or one in which the AHL synthase activity had been changed. The distribution of AHLs from experimental samples can be determined by liquid chromatography-electrospray ionization-tandem mass spectrometry (LC/MS/MS) using a triple-quadrupole mass spectrometer (5). It is necessary first to extract the AHLs from the system of interest with an added internal standard and this is described for laboratory bacterial cultures in Sections 3.2 and 3.3. It is important to have appropriate reference standards and internal standards and to determine the HPLC retention times for each AHL. Therefore, the approach for synthesizing several types of AHLs and stable-isotope labeled internal standards is described in Section 3.1, since several AHLs, including internal standards for mass spectrometry, are not commercially available. Second, the AHLs require purification prior to this mass spectrometry analysis (Section 3.4). Finally, in section 3.5, the methods used to characterize the AHLs using LC/MS/MS are described. This approach is based on monitoring multiple major fragment ions that are produced during the collision induced decomposition process in the mass spectrometer (Figure 1B) (5).
A common approach for dissecting the AHL-mediated quorum sensing pathways is to examine the AHLs that exist in a wildtype bacterium and in bacteria that have been engineered bacteria harboring individual components of the signaling system in order to determine their specificity (5, 6, 7, 8). The simple example used to illustrate the method here is the analysis of the AHLs produced by the enzyme LasI expressed recombinantly in E. coli. The extracted and purified samples (Figure 4) contain 3-oxo-C12-HSL and other 3-oxo-HSLs that are made under the conditions of expression in the two independent experiments (5). These approaches can also be adapted to examine biological samples from the environment and patients.
2. Materials
2.1 Synthesis of AHLs using carbodiimide chemistry
N-cyclohexylcarbodiimide-N’-propyloxymethyl polystyrene resin (PS-Carbodiimide resin; Argonaut Technologies).
Homoserine lactone starting material: α-amino-γ-butyrolactone hydrobromide (HSL-HBr) (Aldrich)
Acyl-chain starting materials for deuterium labeled mass spectrometry standards include D3-hexanoic acid or those with other lengths of acyl chain (Cambridge Isotope)
Acyl-chain starting materials for production of reference standards including unsubstituted and 3-hydroxy-AHLs: Fatty acids were purchased from Sigma and the 3-hydroxy-C6 fatty acid was purchased from Larodan Lipids (Sweden) and was supplied as 25 mg in a liquid.
Solvents: methylene chloride (CH2Cl2), N, N-dimethyl-formamide (DMF), triethylamine (TEA), methanol (Sigma) (Note 1).
Teflon fritted filters and glass reaction vials of appropriate scale. MUST USE ONLY ORGANIC-SAFE GLASSWARE (Note 2).
2.2 Production of AHLs from bacterial culture
Any media may be used; the selection of the media depends on the growth of the desired bacterial strain.
Amberlite XAD 16 (Sigma; (XAD16)) resins must be added to media after autoclaving, at 2 grams per liter.
Methanol (Fisher, optima 0.2 micron filtered (A454)) is used to initially re-suspend the resin and cells.
Syringe filters (non sterile filter, 0.2 um, Nalgene 191–2020) are used to filter the methanol re-suspended supernatant.
2.3 Solid phase extraction purification of AHLs
Isooctane (Fisher O296; HPLC grade, submicron filtered) and Diethyl ether anhydrous (Fisher E138) are mixed at a ratio of 1:1, and are used in the purification procedure. MUST USE ONLY GLASSWARE (Notes 1 and 2).
Ethyl acetate (Fisher E195 HPLC Grade) is used as an elution buffer. MUST USE ONLY GLASSWARE.
Sep-Pak plus, silica cartridges (Waters WAT020520) used to purify AHLs.
Supelco Visiprep vacuum purification system.
Fisher brand disposable culture tubes (14-961-27 Borosilicate Glass) to collect AHLs from Sep-Pak plus cartridges.
Glass pipettes (Fisher 10 mL CC65G and 9” disposable Pasteur pipettes 13-678-20D).
2.4 Liquid chromatography/ Mass Spectrometry/ Mass Spectrometry (LC/MS/MS)
-
1.
Reagents for standard curve 10 × 32 culture tubes (Fisher 14-961-27 Borosilicate Glass), 3-oxo-C6-HSL (Aldrich K3007), C6-HSL (Fluka 09926), and C12-HSL (Sigma 17247) and 3-oxo-C12-HSL (Sigma 09139) and deuterium labeled HSL (see Materials section 2.1).
-
2.
High Pressure Liquid Chromatography (HPLC) Shimdzu SCL-10AVP controller and LC10ASVP system.
-
3.
1.0 × 150 mm 5µm C18 Columbus reversed-phase column, Phenomenex (00F-4108A0) at a flow rate of 0.050 µL/min.
-
4.
PAL autosampler (LEAP Technologies); vials used for autosampler: Supelco 10× 32 0.9 mL crimp vials.
-
5.
HPLC solvent A: 8.3 mM acetic acid (Fisher A38-500), buffered to pH 5.7 with Ammonium Hydroxide (Fisher A669-500). Solvent B: Methanol (Fisher A452-4).
-
6.
Mass spectrometer; Applied Biosystems MDS Sciex Q Trap LC/MS/MS system (Applied Biosystems, Foster City, CA).
-
8.
Areas of peaks are integrated using a quantitation software package Analyst 1.5 (Applied Biosystems).
3. Methods
3.1 Synthesis of 3-hydroxy, unsubstituted, and deuterium labeled AHLs using carbodiimide chemistry (Figure 1C)
4.2 mg (23 µmol) of HSL-HBr was weighed into a small glass reaction vial and was completely dissolved (5–10 min) by vortexing in 200 µL of methylene chloride (CH2Cl2) with 10% N, N-dimethyl-formamide (DMF) and 4.6 µmol of triethylamine (TEA) (6.4 µL).
For the deuterium labeled or other unsubstituted fatty acids that are supplied as neat liquids (25 mg; density ~0.93 g/mL), 4.4 µL (~35 µmol) was added to 400 µL of CH2Cl2 with 10% DMF in a separate glass reaction vial. To this reaction vial, 40 mg of PS-Carbodiimide was added, and stirred for 5 min at room temperature. (Go to step 4)
For the unlabeled unsubstituted or 3-hydroxy-fatty acids, which are supplied as liquid or wax, 25 mg was weighed out and resuspended in 100 µL of methanol, transferred to a clean glass vial, dried down by vacuum evaporation and then resuspended in 25 µL of methanol, and treated as 1 mg/µL. The 25 µL was added to 400 µL of CH2Cl2 with 10% DMF in a separate glass reaction vial. To this reaction vial, 40 mg of PS-Carbodiimide was added, and stirred for 5 min at room temperature. (Go to step 4)
After the fatty acid had been allowed to equilibrate with the resin, the 200 µL solution containing the HSL-HBr was added and stirred for 30 h at room temperature.
The reaction mixture was then diluted into 6 mL of isooctane: ethyl ether (1:1) and passed through the teflon frit of the glass tube directly onto the activated normal phase silica SPE cartridge for purification as described in section 3.4
3.2 Preparative scale production of AHLs from bacterial culture (Figure 2)
Prepare desired media and autoclave. Add 2 gm of Amberlite XAD 16 resin per liter of media after media has cooled down to room temperature.
Grow desired strain as if growing bacteria for recombinant protein expression. Each strain grows according to specific medium, antibiotic, temperature, and IPTG induction concentration, as well as induction OD.
Harvest resin by centrifugation at 5,000 rpm for 10 min.
Store at −80°C until ready to extract AHLs.
Re-suspend in a 10-fold volume of methanol, and vortex and shake vigorously until homogenized. Then shake and vortex vigorously at 20 minute intervals, for two h. For example, 10 gm of harvested cell culture should be re-suspended in 100 mL of methanol.
Leave overnight at room temperature with a final vigorous shake.
After leaving overnight shake and vortex vigorously then centrifuge at 5,000 rpm for 10 min.
Syringe filter supernatant into test tubes and dry down each tube to a final volume of approximately 2 mL.
Collect all 2 mL samples together then centrifuge at 5,000 rpm for 10 min.
Collect supernatant into new glass culture tubes.
Store supernatant at −20°C, for a maximum of 16 h until SPE purification.
3.3 Analytical scale identification of AHL products (Figure 2)
Grow desired strain as if growing bacteria for recombinant protein expression. Each strain grows according to specific medium, antibiotic, temperature, and IPTG induction concentration, as well as induction OD. The only difference is that 2 gm of Amberlite XAD 16 resin per liter of growth medium is added immediately before inoculation.
Harvest the cells and resin by centrifugation at 5,000 rpm for 10 min.
Store at −80°C until ready to extract AHLs.
Re-suspend the samples in a 10-fold volume of methanol. Vortex and shake vigorously until homogenized and shake and vortex vigorously at 20 minute intervals, for two h.
Add 2 nmol of the internal standards (D3-C6-HSL and D3-C12-HSL).
Leave overnight at room temperature with a final vigorous shake.
Shake and vortex vigorously and centrifuge at 5,000 rpm for 10 min.
Filter the supernatant using a syringe into test tubes and dry down each tube to a final volume of approximately 2 mL.
Collect all 2 mL samples and centrifuge at 5,000 rpm for 10 min.
Store at −20°C for a maximum of 16 h until SPE purification.
3.4 Solid phase extraction purification of AHLs (Figure 2)
Wash all equipment with 1:1 Isooctane / Ethyl ether solution.
-
Equilibrate Sep-Pak Cartridges (WAT020520) plus Silica, with 8 mL of;
1:1 Isooctane : Ethyl ether
Ethyl Acetate
1:1 Isooctane : Ethyl ether
Take 0.2 mL of sample and bring up to 8 mL using 1:1 Isooctane: Ethyl ether then load on Sep-Pak Cartridges (WAT020520) plus Silica.
Wash twice with 8 mL of 1:1 Isooctane : Ethyl ether
Elute with 8 mL Ethyl acetate.
Dry down using Speed Vac concentrator under vacuum, until completely dry.
3.5 Liquid chromatography/Mass Spectrometry/Mass Spectrometry (LC/MS/MS) (Figures 3 and 4)
The standard curve is prepared by making a 1 mg/mL stock solution of each of the following reference standards (RS) AHLs in methanol: 3-oxo-C6-HSL, C6-HSL, C12-HSL and 3-oxo-C12-HSL (Figure 3A).
The stock standard solutions were serially diluted to yield concentrations of 10, 2, 0.4, 0.08, 0.016 and 0 nmol (Table 3).
For each standard curve point (SC1–5) and sample, 2 nmol of D3-C6-HSL internal standard in methanol is added to each vial.
Standards and samples are dried down under nitrogen and resuspended in crimp vials with 60 µL of HPLC solvent A and 10 µL of HPLC solvent B.
30 µL of the sample is injected onto a 1.0 × 150 mm 5 µm C18 reversed-phase column.
The high pressure liquid chromatography (HPLC) flow rate is 50 µL/min with initial conditions at time 0 of 5% B. A typical HPLC program is shown in Table 1, but briefly the gradient is isocratic for 5 min, ramps up to 95% B in 30 min, is isocratic at 95% B for 20 min., and at 56 min, the concentration of B goes to 5% and the system re-equilibrates for 4 min with the effluent flowing directly into the mass spectrometer.
Once the sample has passed into the mass spectrometer, a Multiple Reaction Monitoring (MRM) experiment is used to collect data; the parameters are; ion spray voltage of 4,200 V, focusing potential of 200 V and collision energy of 25 V. The collision gas thickness in the collision cell is 1.6×1015 molecules/cm2; nitrogen is used as the collision gas.
The ions monitored in Q1 include the parent AHL [M + H]+. In Q3, both the acyl moiety [M + H-101]+ and the lactone moiety at m/z 102 are monitored and appear at characteristic retention times (Figure 4A). The retention times and masses monitored in Q1 and Q3 are illustrated for a selection of AHLs in Table 2 that are used in the example presented in this chapter (Figure 4B and Note 3).
- Quantitation is accomplished by applying the standard curves to the analytical data. The amount of the unknown in each sample is determined by direct application of the slope and intercept of the standard curve to the ratios determined for the signals (from both transitions) of unknowns to internal standard, according to the following equation:
- Amount of unknown = ((Area counts of unknown/Area counts of internal standard) × (slope of standard curve) + intercept of standard curve)
Typically the ratios are calculated directly from the quantitative analysis routines included with mass spectrometer software, such as Analyst Software. Standard curves can be applied to the data using spreadsheet software, such as Microsoft Excel. For example, the standard curve for C6-HSL was generated by plotting the ratio of the integrated signals for the reference standard for C6-HSL to that of the labeled internal standard versus the amount of the reference standard for the transition [M+H]+ –> [M+H-101]+, as shown in Figure 3B and Table 2. A similar curve was also generated and used for the [M+H]+ –> m/z 102 transition (lactone moiety; not shown).
Finally the results can be presented in a graphical format. Figure 4C compares the 3-oxo-AHLs produced by LasI expressed recombinantly in E. coli from two independent experiments. It plots the type of AHL identified, based of the fragmentation pattern (Figure 4A), retention time (Figure 4B) and comparison to the reference standards (Table 2 and Note 4). The amount of AHL plotted is the sum of the amount determined for both of the monitored transitions [M+H]+ –> m/z 102 (lactone moiety) and [M+H]+ –> [M+H-101]+ (acyl moiety) as a percentage of the total AHL in the sample. This graph illustrates the utility of the method and gives an indication of the reproducibility achieved in detection of AHLs from similar samples.
Table 3.
nmol of C6-HSL | area of C6-HSL/area of D3-C6-HSL |
---|---|
0 | 0 |
0.016 | 0.00999 |
0.08 | 0.0463 |
0.04 | 0.257 |
2 | 1.11 |
10 | 5.96 |
Table 1.
Step | Time (min) | Flow rate (µL/min) |
A% | B% |
---|---|---|---|---|
0 | 0 | 50 | 95 | 5 |
1 | 5 | 50 | 95 | 5 |
2 | 35 | 50 | 5 | 95 |
3 | 55 | 50 | 5 | 95 |
4 | 56 | 50 | 95 | 5 |
5 | 60 | 50 | 95 | 5 |
Table 2.
Transition to lactone moeity | Transition to acyl moeity | |||||
---|---|---|---|---|---|---|
Standards: | Q1 m/z |
Q3 m/z |
Retention Time (min) |
Q1 m/z |
Q3 m/z |
Retention Time (min) |
D3-C6-HSL | 203.3 | 102.1 | 26.2 | 203.3 | 102.2 | 26.2 |
D3-C12-HSL | 287.3 | 102.1 | 38.17 | 287.3 | 186.2 | 38.17 |
C6-HSL | 200.3 | 102.1 | 26.14 | 200.3 | 99.2 | 26.15 |
C12-HSL | 284.4 | 102.1 | 37.75 | 284.3 | 183.2 | 37.75 |
3-oxo-C6-HSL | 214.3 | 102.1 | 19.24 | 214.3 | 113.2 | 19.24 |
3-oxo-C12-HSL | 298.3 | 102.1 | 35.66 | 298.3 | 197.2 | 35.67 |
Sample: | ||||||
3-oxo-C6-HSL | 214.3 | 102.1 | 19.27 | 214.3 | 113.2 | 19.30 |
3-oxo-C8-HSL | 242.3 | 102.1 | 27.88 | 242.3 | 141.2 | 27.87 |
3-oxo-C9-HSL | 256.3 | 102.1 | 30.73 | 256.3 | 155.2 | 30.69 |
3-oxo-C10-HSL | 270.3 | 102.1 | 32.87 | 270.3 | 169.2 | 32.86 |
3-oxo-C11-HSL | 284.3 | 102.1 | 34.64 | 284.3 | 183.2 | 34.64 |
3-oxo-C12-HSL | 298.3 | 102.1 | 36.09 | 298.3 | 197.2 | 36.07 |
3-oxo-C13-HSL | 312.3 | 102.1 | 37.44 | 312.3 | 211.2 | 37.42 |
3-oxo-C14-HSL | 326.3 | 102.1 | 38.64 | 326.3 | 225.2 | 38.64 |
3-oxo-C15-HSL | 340.3 | 102.1 | 39.69 | 340.3 | 239.2 | 39.68 |
Acknowledgments
The authors would like to thank Drs. Ty Gould and Robert C. Murphy for their contributions in initially developing this method, Dr. Jake Herman for help in refining the method, and Dr. Joseph Hankin, Chris Johnson, and Wesley Martin for their assistance with the mass spectrometry. We also thank Dr. Robert C. Murphy for helpful suggestions and for use of the mass spectrometry equipment, which is supported by the Lipid Maps Large Scale Collaborative Grant (NIH GM069338 to R.C.M.). This work was supported by Grants from the National Science Foundation #0703467 and #0821220.
Footnotes
All organic solvents should be tested for the presence of AHLs. AHL contaminants have been found in commercially purchased solvents.
Use glass when working with organic solvents.
It is important to use a sufficient number of reference standards to define the retention times for a given series of AHLs.
True quantitative analysis can only be obtained with an identical isotope–labeled internal standard. The values obtained from this analysis are semi-quantitative.
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