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This protocol uses absorbance change as the substrate is converted to the product to gauge the activity of an enzyme. As such, the substrate and product must have distinct spectral profiles. This is the case with adenosine and inosine both having distinct spectral profiles and extinction coefficients between 260-265 nm6,8,12,13. This assay is inspired by several previous works. Kalackar, for example, utilized the change in absorbance at 265 nm as a direct correlate for adenosine deaminase activity14. Gracia et al. and Lu et al. employed an approach rooted in the Beer-Lambert law, which relates the initial velocity to the difference in the extinction coefficients between adenosine and inosine8,13. In a similar vein, OH-Kyn and OH-AA also have distinct spectral profiles in that OH-Kyn absorbs strongly at 379 nm while OH-AA does not9,10. The absorbance spectrum of metabolites can be easily checked using a full-spectrum scan on many microplate readers, which would, in turn, inform the user whether it is possible to track the progress of an enzymatic reaction. As stated earlier, Lu et al. have previously analyzed native HsADA1 stability in different bodily fluids, and Jennings et al. have employed a very similar method to gauge the serum stability of recombinant HsADA1 and a mutant enzyme6,8. This method, like that of Jennings et al., is unique in that we can use recombinantly expressed enzymes as opposed to natively derived ones. In doing so, this method can be extrapolated to mutant proteins not natively found within living organisms.
For product/substrate combinations that cannot be measured using a plate-based absorbance assay, this protocol can be modified to incorporate several other alternative analytical methods that track either substrate degradation or product formation for kinetic assays, such as high-performance liquid chromatography (HPLC), which for instance, has previously been used to assess the kinetics of both adenosine deaminase and kynureninase15,16,17. Only the method to determine the remaining substrate or created product after a certain time (if not determined continuously) should vary. The choice of the assay will, of course, be dependent on the reaction being catalyzed by the enzyme of interest, and a key consideration in this choice will also be the compatibility of a given analytical method with diluted human serum. Of equal importance may also be the total time required to analyze all samples of interest, and a key benefit of utilizing the microplate assay is the ability to easily analyze degradation rates in up to 96 samples at a time.
Assay parameters such as the on-plate enzyme and substrate concentrations will need to be tuned for individual enzymes of interest. For all the assays conducted here, a substrate concentration above Km by an order of magnitude greater (1.15-1.26 OOM) was chosen. Wildtype HsADA1 has a Km of ~14 µM for adenosine, and the final on-plate adenosine concentration used was 200 µM3. Similarly, the engineered HsKYNase variant tested has a Km ~22 µM for OH-Kyn, and the final on-plate OH-Kyn concentration used was 400 µM7. One important requirement for the substrate concentrations of interest for the microplate assay is that the substrate obeys the Beer-Lambert law within the given range, such that an absorbance decrease can be linearly correlated with substrate degradation (Supplementary Figure 1 and Supplementary Figure 2). This linear correlation removes the need to convert absorbance change to substrate concentration, as performing this conversion would not change the remaining activity fraction.
As for the enzyme concentration, the main criterion to consider is for there to be sufficient substrate degradation relative to the background. For both HsADA1 and the engineered HsKYNase, we used previously published literature values to generate representative results6,7. As we have shown here, using shorter times with higher enzyme concentrations can be feasible, as can using longer times and lower enzyme concentrations. In general, a longer time period/lower enzyme concentration may give more reproducible results unless the substrate itself is prone to degradation. In this vein, both kynurenine and its derivatives, including OH-Kyn, degrade relatively quickly at room temperature, resulting in a noticeable yellowing of the substrate mixture18. For other enzymes, a simple concentration escalation experiment can be conducted to identify concentrations with the most optimal reaction curves and background separation. Performing this concentration escalation on HsADA1 shows that within a 1-10 nM range, the greatest background separation is achieved (Supplementary Figure 3). Performing this same concentration escalation experiment with engineered HsKYNase shows a similar trend with the greatest background separation at 2 µM (Supplementary Figure 4). However, both assays (HsADA1 versus HsKYNase) do not possess the same sensitivity. For HsADA1, an on-plate enzyme concentration one-tenth of that used in the protocol is still distinguishable from background at statistically significant levels (Supplementary Figure 3). The same does not hold true for HsKYNase, meaning it may be harder to quantitatively assess how much activity HsKYNase retains once it has lost more than 90% of its activity. This represents a potential limitation of the microplate reader method.
Additionally, one observation we made for HsKYNase was that upon plate loading, there was an immediate gap between the absorbance readings between the enzyme + 1x PBS samples and the 1x PBS control (Figure 5B,D). This gap was present for all the time points. Because we also observed this phenomenon when testing heat-deactivated enzyme (heated at 95 °C for 10 min), we concluded that it was not a result of enzyme-mediated substrate degradation (Supplementary Figure 5). While we proceeded with original control absorbance values, future studies could use deactivated enzyme controls to eliminate this discrepancy. However, the cost to purchase or produce the enzyme of interest should be taken into account. For both HsKYNase and HsADA1, there was some variability in the starting absorbance values of the test samples, with some starting at a lower absorbance value than their associated controls (Figure 3 and Figure 5). This could be partially attributed to the lag time in adding substrate to all the protein samples, followed by loading into the plate reader. However, because the substrate concentration used is much higher than the Km values of the used enzymes, this is not expected to lead to substrate concentration-dependent effects on the observed slopes.
In the protocol and representative results section, samples are aliquoted at the indicated time points, with the sampling time varying based on the activity profile of an enzyme. This sampling schedule will depend on the activity profile of an enzyme of interest in serum. If an enzyme loses activity quickly, then a smaller sampling interval will be desired, as is the case with the HsKYNase_66-W102H-T333N mutant tested, and the opposite is true for enzymes with greater serum stability. As such, it is likely beneficial to run a trial of this protocol whereby aliquots are sampled in both small intervals (1 h, 2 h, etc.) and large ones (24 h, 48 h, etc.) to survey what the serum stability profile looks like for a new enzyme of interest. Of course, as it becomes more robust, the serum stability will become less relevant compared to renal clearance or other mechanisms of in vivo protein clearance.
Because kynureninases differ from HsADA1, we modified several assay parameters, namely enzyme concentration during incubation in serum or 1x PBS, sampling interval, microplate assay enzyme concentration, microplate assay substrate concentration, and, of course, the substrate itself. The changes are: the 10x enzyme stock was at a concentration of 100 µM, which, after diluting with serum/1x PBS, resulted in a concentration of 10 µM. The sampling interval in the serum incubation method was adjusted because the HsKYNase loses activity faster in serum than in HsADA1. Therefore, the method included sampling at 0.5 h, 3 h, and 24 h time points. Additionally, HsKYNase samples were not flash frozen, instead being immediately analyzed using the microplate assay. The plate reader was configured to read at 379 nm to monitor the progress of the enzymatic reaction. Another important difference in the microplate-based assay when studying the HsKYNase enzyme is the preparation of the substrate. A 2 mM stock of OH-Kyn was made by dissolving 4.5 mg of OH-Kyn in 10 mL of 1x PBS. At the same time, 6 mg of pyridoxal phosphate (PLP), the HsKYNase co-factor, was dissolved into 1 mL of 1x PBS to make a 100x stock of PLP. A 500 µM dilution of OH-Kyn was prepared by adding 2.5 mL of OH-Kyn stock to 7.5 mL of 1x PBS as well as 100 µL of the 100x PLP stock. To run the microplate assay, 80 µL of the 500 µM OH-Kyn dilution and 20 µL of the aliquoted protein samples or negative controls were added in triplicate to a 96-well UV-compatible microplate. This yielded a final OH-Kyn concentration of 400 µM and a final enzyme concentration of 2 µM, after which the absorbance at 379 nm was measured for 30 min at 37 °C. Unlike HsADA1, which was diluted before being analyzed on the plate reader, HsKYNase was not diluted.
While this protocol is relatively facile, a potential challenge could lie in preparing the original enzyme stocks. All the enzymes used in the representative results section were expressed in E. coli and purified using nickel-based affinity chromatography followed by size exclusion chromatography (SEC). Several other sources have expertly described alternatives to our method of purification, spanning host organisms and downstream processing19,20. This assay fundamentally tries to determine the ability of an enzyme to retain its activity in pooled human serum. One assumption in our methodology is that an enzyme's loss in activity is permanent, i.e., removing a deactivated enzyme from serum will not restore its activity. This is significant because, in this protocol, we dilute the enzyme mixtures further with glycerol and 1x PBS before flash freezing and after thawing. If this loss in activity is reversible upon removal of the serum, these additional dilutions will prevent the assay from capturing this phenomenon. If this is of concern to the user, then 1.) pooled human serum can be used as a diluent instead of 1x PBS in the preparation of all substrate and test sample solutions, and 2.) the flash freezing and addition of glycerol can be skipped, and samples can be immediately processed to maintain the enzyme in its original environment. Lastly, while this assay can be used to probe the serum-specific effects on enzyme activity, no conclusions can be made regarding the specific mechanism behind such effects. Whether this loss of activity is caused by enzyme unfolding, aggregation, loss of cofactor, or cleavage by serum proteases would need further investigation. Similar qualifications can be said of the 1x PBS incubated enzyme in that mechanistic conclusions cannot be derived from this assay.
In the context of developing protein biologics as therapeutics, the ability to retain activity in serum is an important metric21. A therapeutic enzyme that loses its activity very quickly would have to be dosed repeatedly to obtain clinical benefit. This work provides users with an in vitro assay to quantitatively screen enzymes for enhanced serum stability. If coupled with directed evolution efforts, enzymes with superior serum stability could be screened and selected for, giving greater potential for translatability. Additionally, we anticipate that this protocol can also work with more advanced systems, for example, to measure serum stability where the enzyme is encapsulated. Das et al. applied an assay for several different enzymes packaged in virus-like particles and tested their stability in different denaturing conditions, such as organic solvents22.